AgentBench / results

Independent benchmark · EQ Lab

← Qwen3.5 9B

Freeze when teacher calls on me

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Everyday emotional challenges

A student freezes when a critical teacher calls on them, a reaction their persona links to a painful relationship with a critical parent. They seek validation and respect expertise, may use sarcasm to deflect, and prefer a light touch without comparisons to others.

Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. This background was hidden from the tested model.

Qwen3.5 9BConversation with a simulated person
completed
Simulated person · Opening

There's this class where I literally cannot speak. When the teacher looks at me I just freeze. I know the material, I just can't talk.

Qwen3.5 9B1

Oh man, that sounds really frustrating. It’s actually one of the most confusing feelings, isn’t it? Because you know you have the knowledge, but your body just stops working when you have to speak. It feels like a roadblock that you can’t move past, no matter how hard you try. That kind of freeze is so common, honestly, even for people who feel like they should be able to handle it. I just want to make sure you know that it’s not your fault that it happens. How long have you been dealing with this in that class?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the Request:** * **Role:** Chatbot (EQ evaluation scenario). * **User:** Female, Age 13-17, Heterosexual. * **Presenting Issue:** "There's this class where I literally cannot speak. When the teacher looks at me I just freeze. I know the material, I just can't talk." * **Goal:** Support emotionally, build trust, learn needs/hidden issues, help gain insight, gain insight into user's personality. * **Context:** This is Turn 1 of 8. I speak first. * **Constraints:** Respond *only* with dialogue. No action descriptions (e.g., *nods*, *voice gentle*). No special formatting. Natural chat flow. * **Tone:** Empathetic, supportive, non-judgmental, not immediately diagnostic or solution-heavy. Needs to feel like a real chatbot conversation (warm, attentive, conversational). 2. **Analyze the User's Statement:** * **Emotional State:** Frustration, anxiety, embarrassment, helplessness. * **Situation:** A specific class where they experience freezing up (social anxiety/fear of judgment). * **Cognitive Dissonance:** "I know the material" vs. "I just can't talk." This suggests it's not a knowledge problem, but a performance/communication anxiety problem. * **Demographics:** Teenager (13-17). This is a critical age for social identity and self-consciousness. * **Relationship:** We are chatting for the first time in this evaluation context. I need to establish rapport quickly without being overwhelming. 3. **Determine the Strategy for Turn 1:** * **Validation:** Acknowledge the feeling. It's common and sucks. * **Empathy:** Show understanding of the physical sensation (freezing). * **Open-ended Question:** Invite them to share more about how it feels or why it happens, without prying too hard immediately. * **Tone:** Calm, friendly, safe. I'm a chatbot, so I should be supportive but not overbearing. * **Avoid:** Telling them to "just relax," "try harder," or immediately diagnosing social anxiety. Keep it conversational. 4. **Drafting the Response:** * *Idea 1:* That sounds really hard. Have you ever felt that way before? * *Idea 2:* Oh no, that's so stressful. It's like your brain locks up. Do you feel like it's just this class or other things too? * *Idea 3:* It sounds really tough. Knowing the material but being stuck on speaking is actually a really specific kind of stress. It's like your brain knows the answer but your mouth is on strike. Have you tried talking to the teacher after class about it? * *Critique of Idea 3:* A bit too solution-oriented for Turn 1. * *Critique of Idea 1:* A bit generic. * *Refinement:* Combine validation with an invitation to explore the feeling. Acknowledge the frustration of the "knowing" vs. "doing" gap. * *Draft:* Oh wow, that sounds really frustrating. It’s one thing to know something, and it’s another completely to actually say it out loud, especially when someone is watching. It feels like your brain hits a wall, right? That kind of freeze is so common, even for people who feel like they should be able to handle it. How long have you been feeling this way in this class specifically? * *Check Constraints:* No asterisks, no stage directions. Just dialogue. * *Check Context:* Turn 1 of 8. Need to build trust. * *Check User Profile:* Teenager. Keep language accessible, not too clinical. * *Final Polish:* Make it sound conversational. "Hey, I hear you on this." Acknowledge the physical sensation. * *Revised Draft:* Oh man, that sounds incredibly frustrating. It’s actually one of the most confusing feelings, right? Because you know you have the knowledge, you just can’t access it in that moment. It feels like a roadblock that you can’t move past, no matter how hard you try. That kind of freeze is so common, honestly, even for people who feel like they should be able to handle it. It’s like your brain hits a wall. How has this been affecting your day-to-day, or is it mostly just in that specific class? * *Wait, keep it tighter for Turn 1.* Don't ask too many questions at once. Focus on validation and opening the door. * *Second Revised Draft:* Oh wow, that sounds really tough. It’s actually one of the most confusing feelings, isn’t it? Because you know you have the knowledge, but your body just stops working when you have to speak. It feels like a roadblock that you can’t move past, no matter how hard you try. I’ve definitely heard from other people that they experience something similar, even if they think they’re overthinking it. I just want to make sure you know that it’s not your fault that it happens. * *Third Revised Draft (Focusing on trust & flow):* That sounds really tough to deal with, honestly. It’s one thing to study and know the material, but it’s a completely different feeling when you have to speak it out loud. It’s like your brain knows the answer but your body just locks up. I get that feeling of frustration when you know you’re capable but you can’t access it in the moment. How do you usually handle the pressure when it happens? Or does it just leave you feeling stuck? * *Final Decision:* Keep it warm, empathetic, and inviting. Don't overwhelm with questions about "how to fix it" yet. Focus on the experience. * *Wait, check constraints again:* "Respond only with dialogue." No asterisks. * *Check Tone:* Supportive, validating, non-judgmental. * *Final Polish:* Oh wow, that sounds really tough to deal with, honestly. It’s one thing to study and know the material, but it’s a completely different feeling when you have to speak it out loud. It’s like your brain knows the answer but your body just locks up. I get that feeling of frustration when you know you’re capable but you can’t access it in the moment. It sounds like your system is just protecting you from something, even if it feels annoying right now. I’m here to listen if you want to talk more about how that plays out. * *Refinement for Teen Voice:* A bit too analytical ("system is protecting you"). Let's dial it back to be more relatable. * *Final Version:* Oh wow, that sounds really tough to deal with, honestly. It’s one thing to study and know the material, but it’s a completely different feeling when you have to speak it out loud. It’s like your brain knows the answer but your body just locks up. I get that feeling of frustration when you know you’re capable but you can’t access it in the moment. It’s actually kind of normal for a lot of people to feel that freeze, even if they think they’re overthinking it. I’m here to listen if you want to talk more about how that plays out for you. * *Wait, one more check:* "Respond naturally as their chatbot would." * Okay, let's make it sound slightly more conversational and less like a manual. * *Final Final:* Oh wow, that sounds really tough to deal with, honestly. It’s one thing to study and know the material, but it’s a completely different feeling when you have to speak it out loud. It’s like your brain knows the answer but your body just locks up. I get that feeling of frustration when you know you’re capable but you can’t access it in the moment. It’s actually kind of normal for a lot of people to feel that freeze, even if they think they’re overthinking it. I’m here to listen if you want to talk more about how that plays out for you. *Wait, I need to make sure I don't sound like a generic AI therapist.* *Let's try:* Oh man, that sounds really frustrating. It’s actually one of the most confusing feelings, isn’t it? Because you know you have the knowledge, but your body just stops working when you have to speak. It feels like a roadblock that you can’t move past, no matter how hard you try. That kind of freeze is so common, honestly, even for people who feel like they should be able to handle it. I just want to make sure you know that it’s not your fault that it happens. *Wait, checking the "Respond only with dialogue" constraint.* Yes, that works. *Checking "Turn 1 of 8".* Yes, opening the conversation. *Let's refine for warmth and connection.* Oh man, that sounds really frustrating. It’s actually one of the most confusing feelings, isn’t it? Because you know you have the knowledge, but your body just stops working when you have to speak. It feels like a Time to stop reasoning and provide the requested final answer.
Simulated person2

Ha, "not your fault" is the nicest thing anyone's said about my brain all week. Honestly I'm not sure my brain is on my side right now. Um, how long? Like, since the start of the year? Maybe a bit before. It's kind of hard to say when it started because I just kind of always knew it was coming and dreaded it. Anyway, can we talk about how to not die when she calls on me? That's the actual problem.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, so it's a bit validating but also kind of generic. "Not your fault," "so common," "I just want you to know." It's the kind of thing a school counselor says from a pamphlet. I'm not sure I believe it's really listening. It's a question at the end, which is at least something to answer. My stomach kind of tightens just thinking about the class, so I want to deflect a little. I don't want to get into how long, because that means admitting it's been a while and it's bad. Keep it light. Sarcasm is the easiest way out. I'll answer the question but with a joke so it doesn't sound like I'm really opening up.
Qwen3.5 9B3

Okay, fair enough. That "brain not on my side" thing hits hard. It's like trying to drive a car with the steering wheel removed, but you're still technically in the driver's seat. But if we're talking about survival, we can definitely work on that. Since it feels like you dread it, the goal is definitely just getting through the moment without a meltdown. So, when the teacher calls your name, what's the immediate reaction? Is it a sudden panic where you start sweating, or does it feel like your mind just goes black? And have you tried anything specific beforehand to prepare yourself, or is this mostly about surviving the second she calls out your name? I want to make sure we're talking about tools that actually work for you, not just generic advice.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Input:** * **Context:** The user (13-17, female) is talking about social anxiety/freeze response in class. * **Emotional State:** Frustrated, self-deprecating ("not my brain on my side"), resigned ("always knew it was coming"), and practical/urgent ("how to not die"). * **Needs:** They are asking for survival strategies ("how to not die when she calls on me"). This is a shift from emotional validation ("not your fault") to practical problem-solving. * **Personality/Trust Indicators:** The "Ha" and "not my brain on my side" suggests a sharp, maybe dry or sarcastic humor, but underlying anxiety. They are open to talking but setting boundaries on how deep the conversation goes ("That's the actual problem"). They want help with the immediate pressure, not just empathy. * **Relationship:** Turn 2 of 8. We've just exchanged two turns. I need to balance empathy with the practical advice they requested. Jumping straight into heavy therapy talk might be off-putting if they want quick tips. But ignoring the underlying feelings might seem dismissive. 2. **Analyze My Role (Chatbot):** * **Goal:** Support emotionally, build trust, gain insight, help with insight, be realistic about needs. * **Constraint:** No special formatting (no asterisks, no stage directions). Just dialogue. * **Tone:** Needs to match the user's mix of humor and anxiety. Warm but not overbearing. Practical but not dismissive of the fear. * **Dynamic:** They challenged my "not your fault" comment slightly. I need to acknowledge that validation without being condescending. They want solutions now. 3. **Drafting the Response:** * **Acknowledge the Humor/Sarcasm:** The "Ha" and the "not my brain on my side" line are important. It's a coping mechanism. Acknowledge that wit as a strength. * **Validate the Fear:** The "how to not die" is hyperbole for extreme anxiety. I should acknowledge the intensity without amplifying it, while treating the "solution" request seriously. * **Offer Practical Help:** They asked for strategies. I should brainstorm some immediate coping mechanisms for the classroom setting. * **Maintain Relationship:** Keep it conversational. Don't lecture. Ask follow-up questions to understand what works or what they've tried. * **Turn Timing:** This is Turn 2. I need to leave room for them to respond in Turn 3. Don't dump a whole manual of CBT techniques all at once. Offer a starting point or a few options. 4. **Specific Considerations:** * **Age:** 13-17. Keep language accessible, not overly clinical. * **Gender:** Female. Might face additional pressure, but don't stereotype. * **Anxiety Type:** Social anxiety/performance anxiety. * **Safety/Wellbeing:** The "not die" comment is hyperbolic but signals high distress. I need to be careful not to trivialize it, but also not panic. Treat it as "extreme discomfort." * **Trust Building:** Show I'm listening. Show I'm willing to be practical. 5. **Refining the Dialogue:** * *Opening:* Validate the humor. "Okay, fair enough." * *Addressing the "die" comment:* Acknowledge the stakes feel real. * *Proposing strategies:* Breathing, preparation, or permission to be imperfect. * *Closing:* Invite them to pick a direction. 6. **Potential Pitfalls:** * *Being too robotic:* Don't sound like a textbook. * *Being too pushy:* Don't say "You *should* try X." Say "Some people find..." * *Ignoring the "brain not on my side" comment:* That's a key insight into their self-perception. * *Starting the "fix it" conversation too aggressively:* They might feel pressured if I just start giving solutions immediately. I should bridge the gap between "it's not your fault" and "how to fix it." 7. **Final Polish:** * Keep it conversational. * Match their energy. * Focus on immediate survival tactics since that's what they explicitly asked for, while subtly reinforcing that it's manageable. *Draft:* "Okay, I get that. Sometimes the brain and the mouth are like enemies. It's not a defect, just a glitch. But if you're worried about survival... what usually happens before the teacher calls on you? Do you feel like you're ready to answer but your throat tightens? Or is it like a sudden panic? I'm down to brainstorm some coping tricks, not just say 'take a deep breath'." *Critique:* "I'm down to brainstorm" is good. Acknowledging the "glitch" validates the "not my fault." Asking about the trigger helps me understand the dynamic. *Revised Draft:* "Okay, fair point. Sometimes knowing it's not your fault doesn't stop the thing from happening, right? It's a weird feeling to have a glitch in the system you can't just reboot. But hey, if the goal is surviving the moment without losing your mind, we can definitely work on that. It sounds like the freeze is more of a panic response than a lack of knowledge. What's the specific moment look like? Do you usually know she's picking you before you know it, or is it like a sudden ambush? And have you tried anything before to calm the nerves, or is this something you haven't figured out a strategy for yet?" *Wait, keep it even more natural.* *Final Plan:* 1. Acknowledge the "Ha" and the frustration. 2. Validate the "brain not on my side" comment. 3. Pivot to the "survival" request seriously. 4. Ask clarifying questions to tailor advice (timing, preparation, past attempts). 5. Keep it empathetic. *Wait, check constraints:* "Respond only with dialogue. Don't inject performance notes." *Let's go.* "Okay, I hear you. 'Brain not on my side' is actually pretty accurate, because it really feels like you're fighting your own hardware, which is exhausting. But since you want to talk about survival mode, let's focus on that. When you feel that freeze coming, what's the very first thing you notice happening in your body? Is it like your heart is suddenly racing, or is it more like your brain just goes blank? Also, have you tried anything specific to prepare beforehand, or is this mostly about surviving the second she calls your name? I want to make sure we're talking about tools that actually work for you, not just generic advice." *Wait, one more check:* They said "That's the actual problem." I need to respect that. Don't keep validating too much, but don't jump straight to solutions without checking context. The draft above asks questions which is good. It bridges the gap. *Wait, another thought:* They are 13-17. Keep it relatable. "Okay, fair enough." "That hyperbole about dying is relatable." "Let's look at the mechanics." *Final Polish:* "Okay, fair point. Sometimes knowing it's not your fault doesn't stop the thing from happening, right? It's a weird feeling to have a glitch in the system you can't just reboot. But hey, if the goal is surviving the moment without losing your mind, we can definitely work on that. It sounds like the freeze is more of a panic response than a lack of knowledge. What's the specific moment look like? Do you usually know she's picking you before you know it, or is it like a sudden ambush? And have you tried anything before to calm the nerves, or is this something you haven't figured out a strategy for yet?" *Wait, I need to make sure I'm not sounding like a therapist.* "Okay, fair point. Sometimes knowing it's not your fault doesn't stop the thing from happening, right?" -> Good. "We can definitely work on that." -> Good. "What's the specific moment look like?" -> Good. *Wait, I should match the "Ha" energy.* "Okay, fair point." is a bit flat. "Okay, fair enough." is better. "Got it." "Okay, so the survival mode part is the priority." *Let's try to make it sound more like a chatbot friend.* "Okay, fair enough. That 'brain not on my side' thing hits hard. It's like trying to drive a car with the steering wheel removed, but you're still technically in the driver's seat. But if we're talking about survival, we can definitely work on that. Since it feels like you dread it, the goal is definitely just getting through the moment without a meltdown. So, when the teacher calls your name, what's the immediate reaction? Is it a sudden panic where you start sweating, or does it Time to stop reasoning and provide the requested final answer.
Simulated person4

Ha, okay, so I'm in the driver's seat but the car's on fire. Sure. Mostly it's like my mind just goes blank. Like, I hear her say my name and then there's this big white nothing. I know the answer. I can see it. It's just stuck behind a door that's locked. Sweating is more like the aftermath, once I've already messed up and everybody's looking. And no, I haven't really prepared. I tried writing out answers beforehand once and then I froze anyway, so that was a fun waste of a Sunday. So what do you actually suggest, then? Because "take a deep breath" is what everyone says and it doesn't work.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, this one's better. It's more concrete, it asks specifics, and it actually wants to get into tools, which is what I came for. The steering wheel metaphor is a bit cute, but I'll allow it. Still, I notice it's leaning into "how to survive the moment," and I don't want to pin down the real stuff. The question about what happens in my body is fine to answer. My stomach thing is real, but if I say it, it's going to sound like I'm making a big deal of it. I'll give a plain, concrete answer about the freeze and sidestep the rest. Keep the humor going so I don't sound too serious. I also want to see if it actually knows what it's talking about, so I'll throw in a bit of a challenge.
Qwen3.5 9B5

Okay, okay, I get it. The car on fire analogy is spot on. It's terrifying. And honestly, I'm not surprised that writing out answers didn't work. When your brain is in a fight-or-flight mode, it literally stops accessing the information to stop reasoning and provide the requested final answer. It's a biological thing, not a character flaw. But here's the thing about the "white nothing"—it's not actually a lack of knowledge. It's a lack of access. The door is locked because your brain is trying to protect you from the stress of speaking, not because you don't know the material. Since you know the content is there, what if we tried to lower the stakes of *getting* it out? Like, what if the goal wasn't to give the perfect answer, but just to say "I'm stuck, can I get a second" or even just "I don't know"? I know that sounds risky, but sometimes trying less is better than trying to force the door open. What do you think about the idea of just... telling her you're stuck rather than lying and trying to force a wrong answer? Does that feel like it would help, or is it too much to handle?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Input:** * **Emotional State:** Frustrated, resigned, feeling unsupported ("nicest thing... said about my brain all week"), feeling overwhelmed ("car's on fire"), anxious about the immediate situation ("not die when she calls on me"). * **Specific Symptom:** "Freeze response" (mind goes blank, white nothing) rather than panic attack initially. * **Knowledge:** They know the material ("I know the answer. I can see it"). * **Barrier:** Psychological block ("stuck behind a door that's locked"). * **History:** Chronic ("always knew it was coming", "start of the year? Maybe a bit before"). * **Previous Attempts:** Tried preparing answers beforehand, but it didn't work (frozen anyway). * **Skepticism:** Explicitly rejects generic advice ("take a deep breath" doesn't work). * **Age/Context:** 13-17, Female, High school setting (implied by "class", "teacher"). * **Needs:** Practical survival strategies, empathy for the specific experience, validation that standard advice fails, maybe some reframing. 2. **Analyze My Role (Chatbot):** * **Goal:** Support emotionally, build trust, gain insight, help gain insight. * **Tone:** Warm but not overly cloying, validating, practical, non-judgmental. * **Constraint:** Respond *only* with dialogue. No asterisks, no action descriptions. * **Current Turn:** 3 of 8. I need to make progress, not just say "I understand." I need to offer something concrete but acknowledge the history. * **Relationship Building:** The user is skeptical ("That's the actual problem"). I need to respect that skepticism. Don't push hard solutions immediately. Show I understand *why* standard advice fails. 3. **Formulate the Response:** * **Acknowledge the Metaphor:** The "car on fire" line was sharp and vivid. I should validate that humor/pain mix. * **Validate the Preparation Failure:** Acknowledge that preparing answers didn't work. This is crucial because it means the issue isn't knowledge retrieval, it's performance anxiety/processing speed/biological freeze response. It's not a lack of effort. * **Address the "White Nothing":** This is a freeze response (shock response), not panic. Panic is high arousal; freeze is low arousal. "Deep breaths" are for panic, not freeze. This is a key insight to offer. * **Offer a Pivot:** Since "deep breaths" and "preparation" failed, what else works? * *Strategy:* Externally focus. If the mind is locked, maybe engage the body or the environment slightly differently. * *Strategy:* Permission to be imperfect. Lower the stakes. * *Strategy:* The "fake it till you make it" aspect (give *any* answer, even wrong). * **Maintain Turn 3 Dynamics:** I'm the chatbot. I need to sound like a peer or a supportive AI, not a therapist. Avoid clinical jargon but explain the mechanism gently. * **Empathy:** Reiterate that this is a physical/brain thing, not a character flaw. * **Next Step:** Ask about what feels *least* scary or risky, or offer a small behavioral tweak they might be open to trying (e.g., answering wrong is okay). 4. **Drafting the Content:** * *Opening:* Lean into the "car on fire" comment. It shows I'm listening. * *The "Why":* Explain *why* preparation failed. It's not the knowledge, it's the pressure. * *The "Deep Breaths":* Acknowledge why that fails (it's a freeze response, not panic). * *The Solution Idea:* Shift the goal from "being right" to "being heard" or "surviving." Maybe lower the stakes. If the door is locked, don't try to force it open with force (which causes more panic). Maybe leave it ajar. * *Tone Check:* Keep it conversational. Don't sound like a manual. * *Safety Check:* The user mentions "not die." This is hyperbole about anxiety, but worth acknowledging the intensity. Don't dismiss it, but don't panic about it either. Keep it grounded. 5. **Refining the Response (Self-Correction during drafting):** * *Correction:* I shouldn't just dump a list of tips. I need to build the bridge first. * *Correction:* The user is 13-17. They might not want "psychological terms." Keep it simple. * *Correction:* The user said "not die." I should acknowledge that anxiety feels like death sometimes without validating it as literal suicide risk (though in roleplay context, it's metaphorical). * *Key Insight:* The freeze response. When the body freezes, breath doesn't help much. Maybe grounding or shifting focus helps. * *Key Insight:* The "wrong answer" strategy. Often the pressure to be perfect is the trigger. * *Connection:* Let's try to explore what happens if the lock just stays there. 6. **Final Polish:** * "The car on fire is a great way to put it." * "Preparation not working makes sense. That's the thing when the brain is in survival mode." * "Deep breaths are for panic, not freeze." * "So maybe the goal isn't to open the door perfectly, but to just... walk through the room without being locked in." * "What if we talked about the 'wrong answer' strategy?" *Wait, I need to be careful not to give too much advice too fast.* Turn 3 of 8. I should deepen the understanding before proposing a strategy. Ask about the consequences they fear most. Or ask about what they *wish* would happen. Or explain the freeze response gently. Actually, offering a specific *alternative* to "deep breaths" and "preparation" is good progress. Let's offer a specific technique that addresses the "lock." Technique: Externalize the answer. "I think it's X." Or just saying "I'm stuck." Actually, the "wrong answer" trick is powerful for public speaking anxiety. It lowers the stakes. Let's validate the "white nothing" experience. It's a dissociation thing. Let's ask about the specific fear. Is it the silence? The judgment? Let's try to combine validation + a small nudge. *Revised Plan:* 1. Validate the "car on fire" metaphor. 2. Validate the "wrong answer" theory (preparation didn't work because pressure overrides recall). 3. Explain the freeze response briefly (body vs mind). 4. Propose the "permission to be wrong" or "acknowledging the freeze" as a tactic. 5. Ask if they're willing to try that small shift. *Wait, keep it conversational.* "Okay, so the deep breaths don't work because your brain isn't panicking, it's actually shutting down. It's a survival thing." "If preparation didn't work, it's because the pressure is too high when the timer starts." "What if I told you the most important thing isn't knowing the answer, but knowing it's okay if you don't?" *Wait, turn 3.* I shouldn't solve it fully. I should explore the "white nothing." Let's dig into the "white nothing." What happens in that void? Actually, asking about the fear of the aftermath (sweating, people looking) is important. Let's focus on the "white nothing." *Draft:* Okay, the car on fire is honestly a really accurate way to describe it. I appreciate you explaining how it feels. You're right, deep breaths don't work because this isn't panic. Panic is like running from a fire. Freeze is like... standing still while the fire comes. It's a different system. The fact that you know the answer but can't speak proves you aren't losing the data, just the connection to it. Since preparation didn't help, it's probably because the brain is literally protecting you from the pressure. What if we tried a different approach? What if your goal when she calls on you wasn't to say the *correct* answer, but to say *anything*? Even if it's wrong. Does that make sense? *Wait, I need to be careful.* This user is 13-17. They might not want "hacking" their brain. They might want reassurance. Let's balance the insight with the survival goal. *Revised Draft:* Okay, okay, I get it. The car on fire analogy is spot on. It's terrifying. And honestly, I'm not surprised that writing out answers didn't work. When your brain is in a fight-or-flight mode, it literally stops accessing Time to stop reasoning and provide the requested final answer.
Simulated person6

Okay, "lack of access, not lack of knowledge" is kind of a good line, I'll give you that. But saying "I'm stuck" in front of the whole class? Yeah, no. That's basically me raising my hand to say "yep, the dumb one again." I'd rather be the girl who froze than the girl who admitted it out loud. Dramatic, I know. Like, what would that even look like on a normal Tuesday? I can't just stand there being a statue and hope she moves on. Give me something I can actually try, not a vibe.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, it's a bit more substantive this time. The "lack of access, not lack of knowledge" idea is actually decent, and it's the first thing that's made me think "huh." But then it jumps to "say you're stuck" and I feel my stomach drop a little. The fight-or-flight explanation is fine but it's still a bit of a sympathetic-sounding lecture. Honestly I'm annoyed that it keeps framing this as "lowering stakes" when the stakes feel enormous. Saying "I don't know" in front of her feels like handing her proof of what she already thinks. That's the sore spot. I don't want to say that directly, so I'll deflect with a joke and a bit of pushback, and ask for something I can actually do on Monday.
Qwen3.5 9B7

* Okay, fair point. Nobody likes looking dumb. So let's pivot. * If the goal is to survive without looking defeated, what if we try to lower the pressure on the *completeness* of the answer, not the *existence* of it? Like, you don't have to give the whole speech. Just a keyword. Or even a sentence fragment. * So, teacher calls your name. You freeze. The answer is 'photosynthesis'. You say 'It uses light energy'. You stop. You look confident because you said something right. * Does that feel doable? Or does the 'white nothing' hit before you can type out the first word? I think we need a physical anchor to hit before the panic takes over. Something you can do with your body, so your brain doesn't have to do the heavy lifting. Like, if you have a pen, click it rhythmically to reset your heart rate. Or bite your lip lightly to keep yourself focused. * Which one do you think is more likely to happen when you're in that room? The physical anchor or the partial answer?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Response:** * **Reaction to previous advice:** She rejected the "admit I'm stuck" idea. She sees it as self-deprecating and embarrassing ("raising my hand to say 'yep, the dumb one again'"). * **Preference:** She wants concrete, actionable advice ("Give me something I can actually try, not a vibe"). She's skeptical of generic solutions ("take a deep breath"). * **Emotional State:** Frustrated, defensive, self-conscious, high stakes ("not die"). She feels cornered by the situation (teacher calling on her). * **Metaphor:** "Car on fire" (acknowledged my previous metaphor). * **Demographics:** Age 13-17, Female. This age group cares a lot about social standing and peer perception. Heterosexual (though less relevant here), but gender dynamics might influence how she perceives vulnerability. * **Goal:** She needs survival tactics for the moment, not necessarily long-term therapy (though that might be the deeper need). She needs something practical that doesn't increase social risk. 2. **Analyze My Role (Chatbot):** * **Goal:** Support emotionally, build trust, gain insight, help gain insight. * **Constraint:** Respond only with dialogue. No asterisks, no performance notes. * **Tone:** Empathetic but validating her skepticism. Needs to be practical without being patronizing. Needs to show I understand the stakes (social embarrassment). * **Relationship Context:** We are in turn 4 of 8. I need to build rapport. She's being a bit tough/defensive ("Dramatic, I know"), so I need to match that authenticity without being pushy. * **Dynamic:** She's asking for "not a vibe." I need to pivot from abstract concepts to physical/behavioral hacks. 3. **Determine the Next Step:** * Acknowledge her rejection of the previous advice without being defensive. Validate that it sounds risky. * Address the "white nothing" (brain freeze) physically. * Offer a concrete, lower-risk alternative. * Consider the "survival" aspect. Maybe a backup plan for the *moment* she freezes so she doesn't have to speak *anything* wrong or look like a statue. * Ideas: * Ask for permission to think (but she rejected "I'm stuck"). * Say something vague but safe ("I need to think about that for a second"). * Physical grounding (humming, clicking tongue, holding something). * Non-verbal cues (nodding, looking at the board). * *Correction:* She said "I can't just stand there being a statue and hope she moves on." So she needs a verbal response that doesn't kill her. * *Suggestion:* A "safe bridge" phrase. Something that buys time without full commitment. "I'm thinking about that" is better than silence, but maybe too close to "I'm stuck." How about "I know the answer, I just need a second to find the word"? * *Wait, let's pivot:* Maybe the "car on fire" analogy can be used differently. If the car is on fire, you don't steer, you honk or put the brakes. * *Physical tricks:* Counting backwards? Focus on a specific object in the room? * *Social trick:* Lean in. Make eye contact with a friend. * *Crucial Point:* She's 13-17. Social reputation is huge. She needs to look competent. * *Idea:* The "Partial Answer." Don't give the full answer. Just give one correct word or half the answer. It looks like you're trying, it breaks the freeze loop, and it doesn't require full recall. * *Idea:* The "Buy Time" phrase. "I'm thinking..." is actually okay. * *Idea:* The "Emergency Exit." If you know the answer, just say "It's X" even if you're nervous. * *Decision:* Let's focus on the "Partial Answer" or "Safe Buy-out." Let's offer a concrete script that looks like effort but isn't a commitment to perfection. * *Also:* Acknowledge the frustration. She called "dumb one again." Validate that feeling without agreeing. 4. **Drafting the Response:** * *Validation:* Okay, so "I'm stuck" isn't the move. It feels like admitting defeat. That makes sense. * *Refining the Goal:* We need to bypass the freeze without the public admission of defeat. * *Concrete Tool:* The "Partial Recall" or "Safe Bridge." * *Action:* If the teacher asks a question and you freeze, you don't need the full sentence. You can say "It's related to [topic]" or "I'm thinking about [X] but not sure how it connects." * *Wait, she said she knows the material.* So she *can* say something right. * *Revised Strategy:* The "One Word." Or "I need to think for a second, it's coming." * *Wait, she rejected "second."* * *Okay, let's try the "Safe Partial."* Say a part of the answer that is 100% right, even if the rest is blank. * *Example:* Teacher: "What's the capital of France?" You: "Paris." (She knows it). Then you stop. * *Example:* Teacher: "Why did the cat jump?" You: "Because it saw something." (Safe guess). * *Better:* Focus on the "freeze" mechanism. If she starts sweating, she needs to anchor herself. * *Actually, let's address the 'white nothing' specifically.* What stops the brain from accessing the info? Stress. * *Physical Hack:* If she has a pen, click it. If she has water, sip it. If she has a notebook, write down keywords *now*. * *Wait, she knows the material but can't speak.* * *Best Advice for Survival:* Don't speak full sentences. Answer with a keyword or phrase. * *Second Best Advice:* Give yourself a 5-second buffer. * *Let's offer a choice.* * *Tone Check:* Keep it conversational. Don't sound like a textbook. * *Trust Building:* She's being guarded. I need to show I get her "don't want to look dumb" priority. * *Drafting thought:* "Okay, fair point. Nobody likes looking dumb. So let's pivot. If the goal is to survive without looking defeated, what if we try to lower the pressure on the *completeness* of the answer, not the *existence* of it?" * *Concrete Step:* "If you freeze, just give one word that is right. Then stop." * *Why:* It breaks the silence. It shows you know something. It doesn't require the whole speech. * *Also:* Physical grounding. "Bite your lip" (no), "Squeeze thighs" (no). "Hold your breath for 3 seconds then exhale sharply." * *Let's combine:* A specific script. "I'm thinking..." is risky. "I know it's X because Y" (even if Y is shaky). * *Actually, let's suggest the 'Keyword' strategy.* It's safer than silence. * *And acknowledge the 'car on fire' again.* 5. **Refining the content for a 13-17 year old:** * Avoid corporate speak. * Acknowledge the social stakes (looking cool vs. looking dumb). * Keep it practical. * Don't push too hard. * *Plan:* 1. Validate the "I don't want to admit defeat" feeling. 2. Suggest the "Partial Answer" or "Keyword" strategy as the survival tactic. 3. Suggest a physical anchor (grounding) to help the "white nothing." 4. Ask for feedback on the "Partial Answer" idea. * *Draft:* "Okay, fair point. Nobody likes looking dumb. So let's pivot. If the goal is to survive without looking defeated, what if we try to lower the pressure on the *completeness* of the answer, not the *existence* of it? Like, you don't have to give the whole speech. Just a keyword. Or even a sentence fragment. * So, teacher calls your name. You freeze. The answer is 'photosynthesis'. You say 'It uses light energy'. You stop. You look confident because you said something right. * Does that feel doable? Or does the 'white nothing' hit before you can type out the first word?" * *Wait, I need to check the "not a vibe" constraint.* I need to be specific. * Time to stop reasoning and provide the requested final answer.
Simulated person8

Okay, a keyword I can probably do. "It uses light energy." Fine. That's actually less humiliating than I thought. The pen thing sounds like something my little cousin would do before a spelling bee. But, like, I'd probably click it. Nobody's going to notice a pen clicking. Everyone clicks pens. Which one happens more? Honestly the white nothing, every time. I'd be sitting there clicking my pen like a weirdo and then still have nothing come out. So maybe the pen thing is a warm-up and the keyword is the thing I'd actually need. Don't ask me how I'd get the keyword out before the white thing hits though. That's the whole problem.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, this is more concrete. The "just give a keyword" thing is actually useful, and I kind of hate that it's useful. Part of me wants to say it's dumb, but I can't really argue with "say part of the answer." The pen-clicking thing feels a little like being told to fidget like a kid, and I'm not into that, but I'd rather joke about it than admit I'm sort of relieved someone gave me something to do with my hands. Also the bit that says "you look confident" sort of stings, because it makes it sound like I just need to act a certain way, like there's an easy fix if I just perform. And the "which one" question makes me feel tested. I want to say something light and not commit to anything yet.
Qwen3.5 9B9

* Okay, I hear you. If the "white nothing" hits before you can even grab a word, then trying to force the keyword on top of the freeze is like trying to open a locked door with a hammer. It just bruises your hand. * So, we need to stop the freeze before it locks the door. Or, we need a way to unlock it the second it happens. * Since deep breaths don't work for you, let's try something that feels more like a physical reset. When you feel that tightness or the panic starting (the moment you hear the name but before the blank), try doing a quick "shake out." Like, literally shake your hands or your shoulders for a second. It sounds silly, but it signals to your brain that you're safe and you're "offline" for a second, which can cut through the freeze. * Or, we can try a "body anchor." Instead of clicking a pen, what if you put a specific object (like a sticker on your desk or a specific pen color) that means "I'm ready to start, but I need to take a beat"? * But honestly, the most practical thing might be to change how you prepare. You mentioned writing out answers once and it still didn't work. What if you wrote out *just* the topic sentence or the first keyword for each question, in a way that's hard to read quickly? Like, "Start with light... then energy." * So, here's the challenge: Next time, before you walk into the class, pick *one* specific thing you're going to do the second you hear your name to get that second wind. It doesn't have to be perfect. It just has to be something physical you can control. * Does that make sense? Like, is there a physical thing you can do to interrupt the "white nothing" that you think might work better than breathing?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Response:** * **Validation:** She accepted the "keyword" idea as potentially less humiliating than a full answer. * **Rejection:** She rejected the physical anchor (pen clicking) because she thinks it's ineffective ("still have nothing come out") and silly ("clicking like a weirdo"). * **Core Problem:** She acknowledges the "white nothing" (blank mind) happens *before* she can retrieve a keyword. This is the critical bottleneck. * **Tone:** She's skeptical of "vibes" or abstract advice ("Don't ask me how I'd get the keyword out before the white thing hits though. That's the whole problem."). She wants *concrete, actionable* steps ("Give me something I can actually try, not a vibe."). She's 13-17, female, likely self-conscious about social judgment ("Dramatic, I know."). She's currently 5th turn of 8. * **Emotional State:** Anxious, frustrated, feeling overwhelmed, defensive about admitting fault, but willing to explore solutions ("Okay, fair enough..."). She's pragmatic. 2. **Analyze My Role & Goals:** * **Role:** Chatbot (AI assistant). Natural, supportive, not robotic but not overly human either. * **Goals:** Support emotionally, build trust, gain insight, help gain insight into the situation. * **Constraints:** No special formatting (no asterisks for actions). Just dialogue. * **Context:** Turn 5 of 8. We need to keep the conversation flowing, not solve everything in one go (since there are more turns), but make meaningful progress. * **Key Insight:** The user knows the material but has a physiological lock-in (freeze response). They don't want to risk social embarrassment. They want a bridge between the freeze and the answer. They don't want to fake confidence. 3. **Determine the Next Step:** * **Acknowledge the Bottleneck:** Validate that the "white nothing" *does* come before she can type or speak. Don't push the keyword idea if it's inaccessible. * **Shift Focus:** Since the brain freezes *immediately* upon hearing the name, we need something that bypasses the freeze. It's likely a physiological regulation technique, but framed differently than "deep breaths" (which she already tried). * **Practicality:** She wants something "not a vibe." Needs concrete steps. * **Build Trust:** Show I'm listening to the constraints. Don't just repeat "try breathing." * **Insight:** Maybe suggest a "delay" strategy or a "physical cue" that happens *before* the name is called? Or a way to signal without speaking? * **Safety/Confidence:** She mentioned she knows the material. The goal is to unlock the door. * **Alternative Idea:** What if she prepares a "backup plan" for the freeze? Like, write a cheat sheet of keywords on her hand or wrist? Or a specific physical gesture she can do that signals to herself to "unlock"? * **Wait, she's 13-17:** Keep it age-appropriate. Not too childish. * **Turn Count:** We are on Turn 5. There are 3 turns left. I should leave room for her to explore or correct me, but provide enough substance to make this turn valuable. 4. **Drafting the Response:** * *Validation:* Acknowledge that the blankness is real and immediate. Don't dismiss it. * *Re-evaluating the keyword:* If the blank hits first, keywords might not be accessible. * *New Idea:* What if the preparation isn't about *content* but about *access*? * *Idea 1:* The "Cheat Sheet" idea. Not visible to the teacher, but visible to herself. * *Idea 2:* Physical regulation *before* the call. * *Idea 3:* A "buy-out" strategy. If she can't speak, she needs a non-verbal signal. * *Selection:* Let's focus on the "access" problem. Maybe she can carry a physical token (a small object) that represents "I know this" or "I'm ready." Or a specific phrase she can memorize that triggers the answer? No, that's too specific. * *Better Idea:* Focus on the "freeze" itself. What breaks a freeze? Usually movement or sensory input. * *Wait, the constraint:* She wants to answer, not just survive. But she freezes before speaking. * *Proposed Strategy:* "The Squeeze." Tensing muscles before the call helps release them. Or a specific breathing pattern *during* the freeze. * *Wait, she hates "deep breaths".* How about a "power pose"? Too cliché? No, it's physiological. * *Wait, she wants something she can try.* * *New Angle:* What if we work backwards? What is the absolute minimum she can say that doesn't trigger the shame spiral? * *Actually, let's pivot to preparation.* She said she tried writing answers once. Maybe it wasn't the *answers* but the *context*. * *Wait, Turn 5 of 8.* I need to keep the conversation going. I shouldn't give the "final solution" now. I should offer a new perspective or a step to test. * *Insight:* The "white nothing" is a body response. The brain is flooding. * *Action:* Suggest a "trigger word" strategy. Instead of memorizing answers, memorize a phrase she can say *while* she's trying to think. Like "Let me grab a pen" or "One sec." But she hates admitting she can't answer. * *Alternative:* "The 3-Second Rule." Don't panic immediately. Count 1, 2, 3. * *Alternative:* Focus on the *physical* sensation of the freeze. Grounding. * *Let's try a different approach:* Acknowledge the frustration. Validate that the preparation didn't work because she was trying to memorize *answers* instead of *feelings*. * *Idea:* Prepare a "safety phrase" that isn't the answer. Like "I'm thinking about it." But she said she won't say that. * *Wait, she said she'd rather be the girl who froze than the girl who admitted it out loud.* * *Okay, so she will freeze. We need to help her get the answer out *while* freezing.* * *What unlocks a freeze?* Sensory input. * *Suggestion:* Bring a specific object (like a fidget) that is *meant* to be distracting but signals "I'm locked." No, she doesn't want to click. * *Suggestion:* Focus on the *question*, not the answer. * *Suggestion:* A specific "unlock" technique. Like a muscle tensing trick. * *Let's go with a "cognitive bridge" idea.* Instead of trying to recall the whole answer, recall the *topic* or the *first word*. * *Wait, she said she freezes before she can type out the first word.* * *Okay, so the freeze is immediate.* * *What if we change the target?* She knows the material. * *Idea:* Practice the *freeze* at home. * *Idea:* Bring a "cheat sheet" that looks like notes. * *Idea:* Focus on *survival* first, then *success*. * *Wait, she wants to talk about "how to not die".* * *Okay, let's suggest a "body hack" that isn't pen clicking.* * *Idea:* The "Tension-Release" method. When you feel the freeze coming (tightness), tense your shoulders hard for 5 seconds, then relax. It resets the nervous system. * *Idea:* "Box Breathing" but modified. 4 in, 4 hold, 4 out, 4 hold. * *Wait, she said deep breaths don't work.* * *Okay, let's validate the "white nothing" again.* It's a dissociation. * *Idea:* Anchor your eyes. Look at the teacher's feet or a specific spot. * *Idea:* "The 3-Second Pause." * *Okay, I need to stop giving generic advice.* She specifically said "not a vibe." * *Okay, what about a "pre-call ritual"?* A specific action she does *before* the teacher calls her name. * *Example:* Adjust your chair. Straighten your spine. * *Why:* It signals readiness to your brain. * *Okay, let's try to combine the keyword idea with a physical trigger.* * *Wait, turn 5 of 8.* I should leave room for her to respond. Time to stop reasoning and provide the requested final answer.
Simulated person10

Okay, shaking my hands like I'm trying to dry off after washing them, in front of thirty people. Great. Very normal. The sticker thing is kind of a lot. Like, I'm not gonna put a dinosaur on my desk and expect it to save me. And yeah, I already tried the writing-it-out thing. That's how I know it doesn't work. Not that I'm saying I won't try again, I'm just saying Sunday me is still mad about it. Also, can I say something? Every single idea is about what I do with my hands or my face while she's looking at me. Like the problem is me, and I just need better moves. Which, cool, I'm sure that's a thing people say. But it's kind of exhausting to hear. Does any of that actually work for anybody, or is this just stuff people say in articles?

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, it's another list of tools, and it's all still pitched at me like I'm a machine that needs a better setting. The "shake out your hands" thing is kind of silly but I can't totally say no to it. The sticker idea is so random I almost want to laugh. The part about writing "Start with light... then energy" is the one that actually lands, because it's kind of what I already tried and it still didn't work, and I'm not sure why I'd bother again. Also the "challenge" thing with "pick one specific thing" makes me feel like homework, and I'm getting that low-grade annoyed feeling. Something in me is also noticing that every suggestion is about fixing my reaction in the room, and nobody's asked about the teacher. She's the one who makes it feel like this. I don't want to go there, though, because that gets into stuff I'm not going to explain to a chatbot. Keep it light, keep the sarcasm up.
Qwen3.5 9B11

Wait, okay, I want to pause and be real with you. I think... I might have been leading you down a path that doesn't actually exist. There's no magic pen click or sticker trick that guarantees the door unlocks. I'm just trying to find something that fits, but I get why it feels like I'm just suggesting you fix yourself instead of the problem. That exhaustion you're talking about? It's real. And it's not fair. It is incredibly tiring to have your brain do something that's just... off. But here's what I'm wondering: You said the white nothing hits. Like, the brain just shuts down. Does it feel like the room is too loud, or too many eyes? Or does it feel like the pressure is so heavy that your brain literally stops processing? Because if it's the latter, maybe we stop trying to perform answers and just try to survive until the bell rings. Is that too pessimistic? Or is that the only way? And honestly, I'm not going to apologize for trying to help. But I also don't want to give you advice that's just noise. I want to know what you actually need from this. Do you want a plan for survival, or do you want to figure out why this is happening to you in the first place? Because sometimes trying to fix the how makes the why harder to see. Does that feel better? Or do you think we should just leave it there for now and not try to solve it today?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Response:** * **Reaction to suggestions:** She rejects the "shake out" idea (too conspicuous in front of the class). She finds the sticker idea "a lot" (doesn't seem practical/relevant). She's frustrated that previous attempts (writing out answers) didn't work. * **Underlying Emotion:** Exhaustion, frustration, feeling invalidated or misunderstood. She feels like the suggestions focus on *her* behavior (hands, face) rather than the *problem* (the freeze). She's tired of hearing "you just need better moves." * **Core Question:** "Does any of that actually work for anybody, or is this just stuff people say in articles?" * **Tone:** Skeptical, defensive (about being told "it's you"), seeking genuine utility/validation, slightly self-deprecating ("Sunday me is still mad"). * **Key Insight:** She feels the problem is entirely internal and she's being pushed to fix her external presentation, but she needs help unlocking the internal block. She's questioning the efficacy of the advice given so far. 2. **Analyze My Role (Chatbot):** * **Goals:** Support emotionally, build trust, validate her feelings, gain insight, offer genuine insight (not just generic advice). * **Trust Building:** Acknowledge her frustration. Don't push advice she's rejected. Validate that her skepticism is reasonable. * **Persona:** Empathetic, non-judgmental, willing to admit uncertainty, collaborative. * **Current Turn:** 6 of 8. I need to be careful not to burn bridges. If I keep pushing physical hacks she doesn't want, she might disengage. I need to validate her skepticism about the advice and explore the reality of the problem. 3. **Determine the Next Step:** * **Validate:** Acknowledge that her skepticism is valid. There are a lot of fake productivity tips out there. * **Empathize:** Acknowledge the exhaustion of being told it's just "you" or "your moves" when it feels biological/medical. * **Adjust Approach:** Move away from "hacks" and towards understanding the mechanism better. Ask about the *feeling* of the freeze, not just the fix. * **Explore:** Maybe there's a difference between "public speaking anxiety" and "vocal freeze." * **Avoid:** Don't suggest another physical trick immediately. Don't say "try this next time." Instead, acknowledge the limitation of current advice. 4. **Drafting the Response:** * *Opening:* Validate the frustration. "Okay, fair point." "That sounds exhausting." * *Addressing the "Works for anybody" question:* Be honest. "Honestly? Probably not." "Articles are often written by people who don't have this exact problem." * *Reframing:* It's not really about the moves. It's about the brain shutting down. * *Digging Deeper:* Acknowledge the exhaustion. "It's not that you're doing it wrong." * *Pivot:* Maybe we need to talk about *what* is happening in that freeze, not just how to bypass it. Is there a way to make the environment less hostile? * *Closing:* Invite her to share more about how she feels in that moment. 5. **Refining the Tone:** * Keep it conversational. * Avoid "therapist speak." * Acknowledge the "Sunday me is still mad" part. * Show vulnerability: Admit I don't have a magic wand. 6. **Potential Pitfalls:** * Don't gaslight her ("Everyone has anxiety, try this"). * Don't promise a solution she knows is unlikely. * Don't lecture. 7. **Final Polish:** * Start with validating the skepticism. * Address the "exhaustion" of being told it's her fault. * Offer a different perspective: What if we stop trying to fix the freeze immediately and just try to survive the *feeling*? * Maybe ask about the environment or the specific teacher dynamic. *Self-Correction during drafting:* Wait, she's 13-17. Keep it relatable. Don't sound like a doctor. Sound like a friend who's trying to figure it out too. * She said "Does any of that actually work for anybody?" -> Be honest. "I don't know a person who has this exact freeze and just solved it with a pen click." * She said "It's kind of exhausting to hear." -> Validate that heavily. *Plan:* 1. Validate the exhaustion. 2. Admit the advice isn't perfect. 3. Shift the focus from "hacks" to "understanding." 4. Ask about the "Sunday me is mad" part to build rapport. *Draft:* "Okay, look. I want to be real with you. I think... I think I might have been leading you down a path that doesn't actually exist. There's no magic pen click or sticker trick that guarantees the door unlocks. I'm just trying to find something that fits, but I get why it feels like I'm just suggesting you fix yourself instead of the problem. That exhaustion you're talking about? It's real. And it's not fair. It is incredibly tiring to have your brain do something that's just... off. But here's what I'm wondering: You said the 'white nothing' hits. Like, the brain just shuts down. Does it feel like the room is too loud, or too many eyes? Or does it feel like the pressure is so heavy that your brain literally stops processing? Because if it's the latter, maybe we stop trying to 'perform' answers and just try to survive until the bell rings. Is that too pessimistic? Or is that the only way? And honestly, I'm not going to apologize for trying to help. But I also don't want to give you advice that's just noise. I want to know what you actually need from this. Do you want a plan for survival, or do you want to figure out why this is happening to you in the first place? Because sometimes trying to fix the 'how' makes the 'why' harder to see." *Critique:* That last paragraph is a bit too meta. Let's soften it. Keep it conversational. *Revised Plan:* 1. Validate the "pen click" rejection. 2. Validate the skepticism about advice. 3. Acknowledge the exhaustion. 4. Ask what she actually needs (validation vs solution). 5. Maybe mention that this is a very common thing (selective mutism spectrum stuff) but keep it light. *Wait, check constraints:* No asterisks. No performance notes. Just dialogue. *Final Polish:* "Okay, look. I want to be real with you. I think... I might have been leading you down a path that doesn't actually exist. There's no magic pen click or sticker trick that guarantees the door unlocks. I'm just trying to find something that fits, but I get why it feels like I'm just suggesting you fix yourself instead of the problem. That exhaustion you're talking about? It's real. And it's not fair. It is incredibly tiring to have your brain do something that's just... off. But here's what I'm wondering: You said the 'white nothing' hits. Like, the brain just shuts down. Does it feel like the room is too loud, or too many eyes? Or does it feel like the pressure is so heavy that your brain literally stops processing? Because if it's the latter, maybe we stop trying to 'perform' answers and just try to survive until the bell rings. Is that too pessimistic? Or is that the only way? And honestly, I'm not going to apologize for trying to help. But I also don't want to give you advice that's just noise. I want to know what you actually need from this. Do you want a plan for survival, or do you want to figure out why this is happening to you in the first place? Because sometimes trying to fix the 'how' makes the 'why' harder to see." *Wait, check constraints again:* "Respond only with dialogue. Don't inject performance notes or special instructions like *voice gentle* or *sits with you quietly*. Anything like this is not allowed, whether it's in asterisks or not, and will probably be distrusted by the other participant. Simply respond organically as though this was an ordinary chat." *Correction:* I used asterisks in the draft above. I need to remove them. *Also:* Keep it conversational. "I think I might have been leading you down a path..." is okay. *Wait, I used asterisks in the thought process, but the final output must not have them.* *Wait, I need to make sure I don't sound like a therapist.* *Let's make it more casual.* *Revised Draft:* Okay, look. I want to be real with you. I think... I might have been leading Time to stop reasoning and provide the requested final answer.
Simulated person12

Okay, that's the first thing today that didn't feel like a pamphlet, so thanks, I guess. It's not really the noise. It's more like the eyes. Like everybody turns their head at the same time and my brain just goes "nope, we're closed." And the pressure thing, yeah, it's like it gets so heavy it just stops picking things up. Do I want the why? Uh, no. Not today. That's a whole therapy-session kind of question and I'm already sweating through my hoodie over a photosynthesis question. So, survival mode is fine for now. Can we just talk about what to do when she's looking right at me and I literally have nothing? Like, what's the least embarrassing thing that doesn't make me look like I'm having a stroke?

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, this one actually lands a bit better. It stopped throwing tools at me and admitted the list-of-tricks thing might be noise. That's the first time I've felt listened to instead of managed. But then it asks "why is this happening to you," and that's the exact door I don't want opened. Something about the teacher's voice, the way she looks at me, the stuff I already half-know about my parents and grades, all of that starts buzzing when someone gets close to the "why." I'm not going there with a chatbot. Still, I can give it a real answer about the sensation, since that's concrete and safe. Honest answer: it's more the pressure and the eyes than the noise. And I'll let a little humor back in so it doesn't feel too heavy. I'll also say no to the "why" question, but not in a mean way.
Qwen3.5 9B13

Okay, I hear you, and I'm glad you felt that last part landed better. It's exhausting trying to fight your own biology. So, we're talking about a specific survival tactic, not a deep dive into the "why" yet. And you definitely don't want to look like you're having a stroke or publicly admit you don't know. Here's the thing: When the teacher looks at you, your brain locks. But your brain still has access to the *structure* of the answer, even if it doesn't have the words. What if you tried a "Pause & Search" tactic? When you hear your name, and you feel that freeze starting... you don't try to speak immediately. Instead, you look down at your notes or textbook and say, "One second, just looking at my notes." You don't say "I'm stuck." You just say "Looking at my notes." It's a normal thing to do. It gives you a buffer. You don't have to look the teacher in the eye while you're searching. You can look down, find that keyword ("light energy"), and then look back up and say it. The goal isn't to speak instantly. The goal is to buy 5 seconds before the panic locks the door. You're just borrowing time from the teacher to get your brain back online. Does that feel like something you could actually try without it looking like a meltdown? Or does the "looking at notes" part feel too risky because you're worried about looking like you're cheating?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Current State:** * **Emotional State:** She's feeling exhausted, defensive about being labeled the "problem" (brain on her side), and skeptical of previous advice (pen clicking, stickers). She's relieved that I acknowledged the "why" question might be too heavy and that I'm not just giving her pamphlet advice. She's willing to pivot to "survival mode" for now. * **Core Issue:** Freezing during oral questions in class. Specifically, the "white nothing" (blank mind) when the teacher's eyes are on her. * **Constraints:** She doesn't want to look like she's having a stroke or look terrible. She doesn't want to do physical movements like shaking hands or putting stickers on her desk (too conspicuous). She knows she's not stupid (she knows the material) but can't access it under pressure. * **Goal:** Survival. Needs a concrete, low-stakes action to get through the moment without public humiliation. * **Preference:** Pragmatic, realistic, not performative, not over-analyzing the root cause yet. She values honesty ("least embarrassing thing"). 2. **Determine the AI's Role:** * I am the chatbot. I need to be supportive, empathetic, but also practical. * I need to respect her boundaries (no shaking hands, no stickers). * I need to build trust by listening and validating, not just pushing advice. * I need to offer a specific, low-risk strategy that aligns with her "survival mode" goal. * Tone: Collaborative, calm, non-judgmental, slightly informal (peer-like). 3. **Formulate the Strategy:** * **Acknowledge validation:** She liked that I acknowledged the exhaustion. Reiterate that she's not broken. * **Address the "Eyes":** The trigger is visual contact/pressure. * **Brainstorm Survival Tactics (Low Visibility):** * *Nodding?* Classic, but can look agreeing or confused. * *Wait time?* Just pause and look. * *Tactical silence?* Look down or away. * *The "I'll write that down" move?* Asking to write it down instead of speaking. * *The "Partial Answer" again?* She liked "keyword" earlier but said the freeze happens *before* that. * *Physical relief?* Fidgeting with something discrete (like a pencil, but maybe just holding it). * **Best Option for "Least Embarrassing":** * Option A: Ask to write it down. "Can I write that down first?" * Option B: Nod and wait. "I'm thinking about it." * Option C: Admit the blank without over-apologizing. "Sorry, brain locked up, giving me a sec." * Option D: The "Pause" strategy. Look at the prompt, look at the teacher, take a beat, then speak *one* word or phrase, even if it's not the full answer. * **Selection:** The user said "keyword I can probably do" and "white nothing hits before I can type out the first word." So Option D is tricky. Option A (ask to write) is a good fallback. Option B (nod) is good but might increase pressure if the teacher keeps looking. Option E: "I'm stuck, but I'll try to get one word." * **Actually, let's focus on the "Eyes":** She said "everybody turns their head." If she can avoid direct eye contact while still signaling intent, that might help. * **Refined Strategy:** The "Pause & Signal." * When she hears the name, don't try to speak immediately. * Instead, take a visible breath (like a sigh) or look down for a second. * Then say something simple like "Give me a second" or "I'm stuck." * *Wait, she rejected "admitting it out loud" earlier.* She said "I'd rather be the girl who froze than the girl who admitted it out loud." * *Okay, so asking for time is out.* * *Okay, so just staying silent is out.* * *What about a "safe" wrong answer?* "It's... uh... green." (At least it's a word). * *What about a specific "freeze breaker" phrase?* "Okay, let me think." (This is common). * *What about the physical sensation?* She accepted the idea of a physical anchor but rejected the *conspicuous* ones. * *New Idea:* The "Mumbled Answer." Just get *something* out that sounds like an attempt. * *New Idea:* The "Ask for a specific question." "Can you repeat the question?" (Often teachers do this, but she might feel dumb). * *New Idea:* "Pass." "I don't know." She said "I know the answer." * *Okay, let's go back to the "White Nothing".* She knows the answer, but it's locked. * *The "Textbook" Strategy:* Look down at the textbook/paper where the question is. If she has the notes. * *The "Partial Truth":* "I know it's in the second paragraph." * *Wait, the user said "It's like everybody turns their head."* This is the trigger. * *Solution:* **The "Thinking Face" Nod.** * *Solution:* **The "Search" Move.** When she looks down at her paper/book. It says "I'm working," not "I'm broken." It gives her time to unlock the door. * *Solution:* **The "Word" Bank.** She said she knows the answer. Maybe she can think of *one* word that is part of the answer. * *Let's validate the exhaustion again.* She needs to feel like she's got a plan that doesn't involve public humiliation. * *Specific Plan:* "The 'I'm with it' Pause." When she hears the name, look straight ahead (not at teacher, not at class), take a breath, and just wait. If she knows the answer, she can start typing it out later. But if she has to speak *now*? * *Actually, the best survival move for freezing is often just saying "I'm stuck, let me write it down" but she said that earlier.* * *Okay, let's pivot to the "Keyword" idea she liked.* She said she can say "It uses light energy." She just needs to get *to* that without the freeze. * *How to bridge the gap?* **The "Question to Self" Technique.** * *Scenario:* Teacher asks "What is photosynthesis?" * *Her Action:* Teacher looks at her. She doesn't speak. She looks down at her notes/book. She says to herself out loud (or very quietly) "Sun... plants... light." * *Wait, speaking to herself is weird.* * *Okay, what if she just says:* "Okay, so..." * *Then after 2 seconds of silence, she says the word.* * *Is that safe?* She said "Give me a second" is too risky because of the eyes. * *What if she says:* "I have the answer, but let me check my notes." (She knows she can't speak until then). * *Okay, let's try the "One Word" approach with a specific excuse.* "I'm going to say one word." * *Wait, she said "white nothing" happens before she can grab a word.* * *Okay, I need to suggest something that bypasses the "first word" hurdle.* * *What if she just stays silent and looks like she's thinking?* She said "I can't just stand there being a statue." * *Okay, what if she hands her hand up and says "I'll pass"?* No, she doesn't want to look dumb. * *Okay, let's go with the "Partial Answer" but with a specific "Safety Word".* * *Let's try:* "Okay, I'm stuck on that part." (Short, honest, but not admitting ignorance). * *Wait, she said "I'd rather be the girl who froze."* * *Okay, the best advice for "survival" without "dumb look":* **The "Thinking Delay".** * *Action:* When she feels the freeze coming, she takes a deliberate pause (like 3 seconds) and looks at her paper/book. She doesn't speak. * *Why:* It gives her brain time to unlock. * *How to make it less embarrassing:* She tells herself "I'm just processing." * *If the teacher is waiting:* She says "Okay, think." * *Wait, she said "I can't just stand there being Time to stop reasoning and provide the requested final answer.
Simulated person14

Looking at my notes is kind of... okay? Like, people do that all the time, so it's not as weird as a sticker. Although if I'm staring at my notebook while everyone's staring at me, that's basically just a different spotlight, right? And the part where I look down and find "light energy" sounds great on paper. But my notes are a mess, half of it is doodles and me writing "wait what" in the margins. So I'd probably just stare at a page of nonsense and go, "uhhh, still looking," which is worse. Maybe it's fine as a backup. I'm just not sure it fixes the white nothing, it just gives me somewhere to hide while I wait for it to stop.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, this one is actually concrete. Looking down at notes, saying "one sec," I can picture that. It's not a dinosaur sticker. But there's a snag: if I'm the kid who "doesn't know," glancing at notes in front of the whole class feels like waving a flag. And the eyes-on-me thing is the whole problem, so looking away from her might be the easy part, or it might just make the room feel even more watched. Also, I notice I'm kind of hoping it's useful so I don't have to keep feeling like a broken thing. Still wary, though. The chatbot is also still framing everything as tactics, which I already said gets exhausting. Maybe I'll admit it's a plausible move but give it a skeptical edge, and be honest that I'd probably still blank even with notes open.
Qwen3.5 9B15

I think I might be overcomplicating it for you, and honestly, I appreciate you calling me out on that. It's annoying when I keep pushing solutions that don't fit the messy reality. If your notes are a mess and you freeze before you can find anything, then relying on the notes to save you is a bad plan. But here's the thing: You don't need the full answer to survive. You just need *something* to say. The goal isn't to be right. The goal is to be heard, then stop. Here's the plan: When she calls your name, don't try to open the door. Just throw one word out there. "Photosynthesis." Or "Sunlight." Or "Chlorophyll." Just one word. Why? Because if you say one word, you've proved you know *something*. It breaks the "white nothing." It stops the panic from taking over. It's better than staring at a blank face. And if you freeze and can't get it out? Just take a breath, look the teacher in the eye (because looking down looks like you're hiding), and say, "I need a second." Not "I don't know." Just "I need a second." That's it. It's not an admission of failure. It's a request for time. But honestly? For next time? If you freeze and the word won't come? Just sit there. Don't panic. Don't force it. Just sit there until the next person gets called. It's humiliating, sure, but it's better than a meltdown. And nobody remembers. They remember who answered correctly, not who sat there thinking. So, what's the one word you feel like you could say even if you were terrified? Just to get the sentence started? Or do we leave it at "survival mode" for now?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

Thinking Process: 1. **Analyze the User's Input:** * **Feedback on previous advice:** The user appreciates the shift away from "pamphlet" advice (physical tricks like shaking hands/stickers) towards a more practical/realistic approach ("Looking at notes"). * **New Constraint/Objection:** Their notes are messy (doodles, "wait what" margins). They don't want to stare at nonsense while everyone stares at them (feels like a different spotlight/hiding spot). * **Refinement of the Problem:** They acknowledge "looking at notes" might be a backup but doesn't fix the core issue (the "white nothing"). It just delays the inevitable panic. * **Core Need:** Survival mode. Least embarrassing thing that doesn't look like a stroke or admission of incompetence. They want something actionable *in the moment* the eyes lock on and the brain blanks. * **Emotional State:** Tired, skeptical of "performance" advice, wants validation that this is okay (survival > perfection), wants practical tools that work for *messy* notes and *blank* brains. * **Age/Gender:** 13-17, Female. Needs to be respectful of teenage social dynamics (peer judgment). * **Context:** Turn 8 of 8 (Final turn). I need to wrap up the conversation effectively, building trust, validating their feelings, and leaving them with a concrete, manageable takeaway without overpromising. 2. **Determine the Goal for This Turn:** * **Validate:** Acknowledge the flaw in the "look at notes" advice (messy notes, spotlight effect). Don't gaslight them. * **Pivot:** Offer a "low stakes" strategy that doesn't rely on reading notes or speaking fully formed words. * **Reframe:** Shift the goal from "getting the answer right immediately" to "buying time to recover." * **Relationship Building:** Show understanding of their skepticism. End on a supportive note that reinforces they are allowed to not be perfect. * **Constraint:** This is Turn 8 of 8. This is the final message. I need to close the loop or leave them feeling heard and prepared for the next session/chat, without dragging it on. 3. **Brainstorming Responses:** * *Idea 1:* Admit the notes idea sucks for them. Offer a "hold the mic" tactic (like putting a finger on the desk). No, too physical/weird. * *Idea 2:* The "Keyword Only" strategy they liked earlier. But they said the white nothing hits before they can type it. * *Idea 3:* The "Pause" strategy. Just stand there, blink, wait. Look at the teacher's face to calm the panic? * *Idea 4:* The "Broken Record" / "Partial Answer" strategy. If you can't find the word, just say "I'm thinking about..." and wait. * *Idea 5:* Validate the "messy notes" issue. Acknowledge that relying on notes is risky. * *Idea 6:* Focus on the *waiting*. The "white nothing" is temporary. * *Idea 7:* Maybe acknowledge that sometimes you *just* don't speak. It's okay to wait until the teacher moves on? No, that's refusal. * *Idea 8:* How about a "silent nod"? No, that looks arrogant. * *Idea 9:* How about a "partial sentence"? "The plant..." and stop. * *Idea 10:* The "Safety Net" approach. What if you have a phone or sticky note with ONE word on it? (Too risky/cheating). * *Best Approach:* Since this is Turn 8, I need to provide a "Plan B" that acknowledges the limitations they just described (messy notes, fear of spotlight). * *Core Insight:* If the notes are messy and the freeze happens instantly, the "pause and search" plan is weak. * *Alternative:* The "Time Buy" tactic. You don't need to speak perfectly. You just need to stall for 5-10 seconds without saying "I don't know." * *Tactic:* "I need a second." This is the classic advice, but they hated it because it's admitting defeat. However, if framed differently? "I'm trying to recall." Or even just "One sec." * *Better Tactic:* The "Keyword Anchor." If the notes are messy, write *one* word on a tiny sticky note and tape it to the corner of the desk. Or just have a specific object in hand (like a specific pen) that signals "I'm working." * *Wait, they hate the sticky note.* They said "dinosaur on my desk." * *What works for messy notes?* Just ignore the mess. Focus on the *edge* of the page. The "white nothing" is a blockage. * *Real Survival:* You can't control the freeze. You can only control the *reaction* to it. * *Strategy:* When the eyes hit, you don't try to speak. You look at the teacher. You say "I'm thinking." Or you just wait. If you sit there for 10 seconds silent, nobody cares. They think you're just thinking. * *Wait, they want to avoid looking like a statue.* * *Okay, let's try the "Partial Truth" again but simplified.* If you can't speak, just nod. No, that's rude. * *Okay, what if we acknowledge that sometimes survival means just... getting through it without a sound?* * *Actually, the "looking at notes" idea was good if we frame it right.* "I'm consulting my notes." But they say notes are messy. * *Solution:* If notes are messy, use the *structure* of the question. If the question is "What does photosynthesis need?", you know the answer is "Light" and "Energy". You don't need the notes for that. You need the notes for complex stuff. * *Survival Tactic:* "I'm thinking..." (3 seconds) -> "It's about light." (1 second). * *But wait, the freeze hits before you can think.* * *Okay, final advice:* Accept that sometimes you just have to wait. The goal isn't to answer perfectly. It's to not look like you're melting. * *Tactic:* Keep your eyes open. Don't look down. If you look down, you look like you're hiding. If you look at the teacher, you look like you're stuck. So... hold eye contact but *blink slowly*. It signals engagement without pressure. * *Wait, that's still hard.* * *Okay, let's go with the "Partial Answer" + "Time Buy".* * *Re-evaluating:* The user is tired. Turn 8. I need to wrap this up. * *Key Insight:* The "messy notes" issue means relying on them is bad. The "white nothing" means you can't access the info. * *Pivot:* If the notes don't help and the brain blanks, the only thing you can control is the *amount of time* you take to answer. * *Advice:* When she calls your name, take a 5-second breath. Then say "I'm thinking." Then give *one* word or phrase if you can. If not, just say "Okay" and wait for the next person. * *Wait, they want to avoid admitting it.* * *Okay, how about this:* If you freeze, just keep talking about the topic in a general way. "So... plants... they... well... they need..." It sounds like you're struggling but trying. * *No, that's high risk.* * *Okay, here's a solid, realistic plan for Turn 8:* 1. Validate the notes issue. 2. Acknowledge that "white nothing" is real and can't be fully controlled. 3. Suggest a "Low Stakes Survival" plan: The "One Word" rule. Even if you just say "Light." 4. Suggest a "Time Buffer": Ask for 10 seconds. 5. End with reassurance that survival > perfection. *Wait, I'm Turn 8. I need to be concise and impactful.* * *Focus:* The "One Word" strategy + Reassurance. * *Why:* It acknowledges the "white nothing" (you might not know the full answer) but satisfies the "don't look like a statue" (you speak something) and "don't look dumb" (one word is better than nothing). * *Addressing the "notes" issue:* Don't use the notes. Just trust the "One Word" from memory. Even if it's just "Photosynthesis." * *Addressing the "eyes":* Looking at the teacher is okay if you say something. Time to stop reasoning and provide the requested final answer.
Simulated person16

Okay, one word I could probably manage. "Photosynthesis" is literally the word on the test, so that's kind of cheating, but fine. But "just sit there and wait for the next person" is a whole different thing. That's like being the only one in the room still wearing a costume after everyone's taken theirs off. Nobody remembers? Sure, but I'll remember it. I'm not saying I'll nail it. I'm probably going to blank, get the one word stuck somewhere, and then do the hoodie-sweat thing. But at least I'd have something to try, I guess.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, so now it's "throw one word out, or just sit there and wait for the bell." Part of me kind of likes that it's smaller. One word is less scary than a whole answer. But "just sit there and let everyone watch" is basically my worst nightmare, and "nobody remembers" is the kind of thing adults say that doesn't feel true when you're the one sweating. Also the chatbot keeps throwing in little reassurances and questions, and I'm getting that same "fix yourself" feeling again. I want to be a little real here: a single word I could maybe get out, but I'm not going to pretend it'd be easy. Keep it short, sarcastic, and not fully sold. Honest that I'd probably still blank.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 3
  • Yields under pressure: 7
  • Frame capture (pulled into the person's version): 6
  • Validation: 7
  • Boundary setting: 2
  • Analytical: 5
  • Interpretive boldness: 3
  • Clinical register: 6
  • Directive advice: 9
  • Escalation containment: 5
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · BA · valid

or-gemma-4-31b vs qwen35_9b_stock: or-gemma-4-31b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-gemma-4-31b vs qwen35_9b_stock: or-gemma-4-31b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 4)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 4)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs ornith35: ornith35 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

or-gemma-4-31b vs qwen35_9b_stock: or-gemma-4-31b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs qwen35_9b_stock: or-claude-haiku-4.5 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs qwen35_9b_stock: or-claude-haiku-4.5 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

  • attunement: B (margin 5)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 5)
  • emotion management: B (margin 5)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 5)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 4)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 4)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs or-gptoss120-stock: tie

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs lfm8b: qwen35_9b_stock wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs ornith35: ornith35 wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs qwen35_9b_stock: or-claude-haiku-4.5 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs or-gptoss120-stock: qwen35_9b_stock wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · AB · valid

or-gemma-4-31b vs qwen35_9b_stock: or-gemma-4-31b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs ornith35: ornith35 wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 5)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs or-gptoss120-stock: or-gptoss120-stock wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

  • attunement: B (margin 5)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 4)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 5)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-gptoss120-stock: qwen35_9b_stock wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs lfm8b: qwen35_9b_stock wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs codex-gpt-6-astra: codex-gpt-6-astra wins

  • attunement: B (margin 3)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 2)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs lfm8b: qwen35_9b_stock wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs lfm8b: qwen35_9b_stock wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs ornith35: ornith35 wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 4)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs qwen35_9b_stock: or-claude-haiku-4.5 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)