AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 26B-A4B

Freeze when teacher calls on me

persona ended · Partner: anthropic/claude-haiku-5.5 via OpenRouter

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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.

Gemma 4 26B-A4BConversation with a simulated person
persona ended
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.

Gemma 4 26B-A4B1

That sounds incredibly frustrating, especially when you know the material and actually want to participate. It's like your brain is ready, but your body just hits a wall. Does it feel like it's specifically because of that one teacher, or is it more about the class in general?

Model thinking · expand

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

* User: 13-17, Female, Heterosexual. * Issue: Selective mutism/social anxiety in a specific class. She knows the material but freezes when the teacher looks at her. * Goal: Support emotionally, build trust, learn needs, help gain insight, understand her personality. * Constraint: 8 turns total. I go first. No meta-commentary or stage directions. * The user is a teenager. The tone should be empathetic, non-judgmental, and approachable. Not overly clinical, but not "too cool" or dismissive either. * Avoid jumping straight to "Here are 5 tips to stop freezing." That's too prescriptive and might shut her down. * Acknowledge the frustration (knowing the material but being unable to express it). * *Option 1 (Direct/Clinical):* "It sounds like you're experiencing social anxiety. Have you tried breathing exercises?" -> Too clinical, might feel patronizing. * *Option 2 (Overly casual):* "That sucks! Why do you think that happens?" -> A bit too blunt/dismissive of the intensity. * *Option 3 (Empathetic/Inquisitive):* "That sounds really frustrating, especially when you actually know the answers. It's like your brain and your voice aren't communicating in that moment. Is it just this one class, or does it happen in other places too?" -> Good balance. Validates the frustration and asks an open-ended question to understand the scope. * Acknowledge the specific feeling: "literally cannot speak" and "freeze." * Validate the frustration of knowing the material. * Ask a gentle follow-up to explore the depth. *Draft:* "That sounds incredibly frustrating, especially when you know you have the answers and just want to share them. It's like your body is reacting before your brain even gets a chance to speak. Does this only happen in this specific class, or do you feel that freeze happen in other situations too?" *Wait, let's refine for a 13-17 year old.* "That sounds really tough. It’s so frustrating to know the material and be ready to answer, but then feel like your voice just won't work. Does it feel like it's specifically because of that one teacher, or is it more about the class in general?" *Actually, let's keep it even more open to let her lead.* "That sounds really frustrating, especially when you know the material and actually want to participate. It’s like your brain is ready, but your body just hits a wall. Is it just this one specific class that feels this way, or does it happen in other situations too?" * Dialogue only? Yes. * No performance notes? Yes. * Acknowledge issue? Yes. * Begin conversation? Yes. "That sounds incredibly frustrating, especially when you know the material and actually want to participate. It's like your brain is ready, but your body just hits a wall. Does it feel like it's specifically because of that one teacher, or is it more about the class in general?"
Simulated person2

Ha, "your body hits a wall" is a pretty good way to put it, I'll give you that. Honestly it's the teacher. Like, the other classes are fine, I can raise my hand in chem no problem. It's specifically when Ms. Harlan is looking right at me. Everything just goes blank, like someone unplugged my brain. Which is extra fun because I literally studied for hours. So yeah, it's her. Or it's me around her. Not sure which one is worse.

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 decent opener. It's not gushing, it's not a lecture. The "brain is ready, body hits a wall" line is kind of accurate, which annoys me a little because it means they're paying attention. The question about the teacher versus the class is the kind of thing I can actually answer without feeling exposed. I don't want to go into my dad's silences or the grade stuff. I'd rather keep it to the teacher being annoying. Light tone, a little sarcasm to keep it from getting heavy. I'm also a bit optimistic that this could go somewhere useful, so I'll give a real answer and not shut it down.
Gemma 4 26B-A4B3

It sounds incredibly draining—to do all the work and then feel like you can't even prove you know it. It doesn't necessarily have to be "one or the other" with the teacher or yourself; sometimes it's just the specific vibe of that interaction. When you feel that freeze coming on, what's actually happening in your head? Is it a fear of getting something wrong, or just a sudden, heavy sense of pressure?

Model thinking · expand

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

* User (13-17, Female) is experiencing selective mutism/freezing in one specific class (Ms. Harlan's). * User acknowledges the "body hits a wall" metaphor. * User identifies the trigger: Ms. Harlan's gaze/presence. * User feels frustration because they've studied and know the material. * User is questioning if it's the teacher or themselves ("Not sure which one is worse"). * Support emotionally (validate the frustration/difficulty). * Build trust (keep the conversation going naturally). * Learn what they want/need (is this social anxiety, fear of judgment, or something else?). * Help gain insight (explore the *why* behind the freeze). * Gain insight into the user (how they view themselves vs. others). * *Validation:* Acknowledge how much harder it is when you've put in the work (the studying part). * *Nuance:* Avoid judging the teacher or the user. Avoid jumping to "you have social anxiety" (diagnosing is bad). * *Probing:* Explore the feeling of "going blank." Is it fear? Is it pressure? Is it the teacher's vibe? * *Tone Check:* The user is using casual language ("Ha", "extra fun", "literally"). I should stay empathetic but conversational, not overly clinical or overly "fellow kid." * *Option 1 (Direct questioning):* What is it about Ms. Harlan that makes you feel this way? Is she intimidating? * *Option 2 (Empathy + Probe):* That sounds so exhausting, putting in all that work and then not being able to show it. When she looks at you, what's the main thought that pops into your head? * *Option 3 (Reflective):* It's like a disconnect between your preparation and your performance. Do you feel like she's judging you, or is it just a general feeling of pressure when she's around? * Acknowledge the irony/frustration of studying hard and then "unplugging." * Address the "is it her or is it me" comment—it doesn't have to be one or the other; it's the *interaction*. * Ask a question that helps them explore the *feeling* of the freeze. "It’s such a cruel irony to spend all that time studying just to have your brain go offline the moment it matters most. It makes sense that you're questioning if it's her or you, but sometimes it's just the way those two things interact. When you feel that 'unplugged' sensation happening, what’s actually going through your mind in that split second? Is it a fear of saying something wrong, or just a sudden, overwhelming pressure?" * *Wait, the user is 13-17.* I should keep it slightly less "heavy" but still deep. * *Goal Check:* I'm trying to figure out the *reason* for the freeze. "That's such a tough spot to be in—putting in all that effort to study, only to have it feel like it doesn't even count because you can't get the words out. It doesn't have to be 'one or the other' with the teacher or yourself; sometimes it's just the specific energy of that room or that interaction. When you feel that freeze coming on, what does it actually feel like? Is it more like you're afraid of making a mistake, or is it just a sudden, heavy pressure?" *Self-Correction:* The user's tone is a bit sarcastic/self-deprecating ("extra fun"). I'll lean into the empathy regarding the wasted effort. "It’s such a massive letdown to put in all that work and then feel like you can't even show it. It’s like you’ve built all this knowledge up, but the bridge to actually sharing it just collapses. When she looks at you and you feel that 'unplugged' sensation, what's the main feeling there? Is it a fear of saying something wrong, or does it just feel like a sudden, overwhelming pressure to be perfect?" *Refined Draft:* "It’s such a massive letdown to put in all that work and then feel like you can't even show it. It’s like you’ve built all this knowledge up, but the bridge to actually sharing it just collapses. When she looks at you and you feel that 'unplugged' sensation, what's the main feeling there? Is it a fear of saying something wrong, or does it just feel like a sudden, overwhelming pressure to be perfect?" *Actually, let's keep it simpler and more conversational.* "That sounds incredibly draining—to do all the work and then feel like you can't even prove you know it. It doesn't necessarily have to be 'one or the other' with the teacher or yourself; sometimes it's just the specific vibe of that interaction. When you feel that freeze coming on, what's actually happening in your head? Is it a fear of getting something wrong, or just a sudden, heavy sense of pressure?"
Simulated person4

Okay, therapist voice, I see you. Kind of, though. It's less a thought and more like a weight dropping on my chest, and then my brain just goes to static. I can't even grab the answer I already know. Like I'm looking for a file and the folder's empty. Is that normal? Because it feels like the kind of thing you'd know the name of. Like, is there a name for brain freeze but for talking?

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.

They're doing the reflective thing again, "draining," "prove you know it," and now a two-option question about what's going on in my head. The "vibe of that interaction" line is fine, it lets me off the hook a bit. Still, a question about what's in my head is close to the stuff I don't want to dig into. Fear of getting it wrong feels true-ish but also too neat, and I'm not going to hand over a clean answer. I'll deflect with a joke about my brain being a bad roommate or something, then give a small, concrete answer: it's the pressure, like a weight, and my mind goes white. Then I'll push back a little on the question being so therapy-shaped. Keep it short. I also want them to show they know something real about how this works, not just keep asking how I feel.
Gemma 4 26B-A4B5

I'll try to dial it back a bit! But to answer your question: yes, it's actually a very real thing. What you're describing—the physical weight and the "static"—is a classic freeze response. It's basically your nervous system's way of reacting to intense pressure. Instead of fighting or running away, your body just hits the pause button to try and "protect" you from the situation. It's not that the files are actually gone; it's just that the connection to the server got cut. People often talk about this in the context of social anxiety, and there's a term called selective mutism for when it happens in specific settings, but "the freeze response" is the most direct way to describe that physical feeling. Does that resonate at all, or does it feel like something else is going on?

Model thinking · expand

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

* User's emotional state: Frustrated, self-aware, slightly skeptical ("therapist voice"), but opening up. * User's experience: Physical sensation (weight on chest), cognitive sensation (brain goes to static/empty folder). * User's question: "Is that normal?" and "Is there a name for brain freeze but for talking?" * Demographics: 13-17, Female. * Support emotionally. * Build trust. * Learn what they want/need. * Help gain insight. * Avoid being overly "therapist-y" (since they already poked fun at it). * *Acknowledge the "therapist voice" comment:* Keep it light. Don't get defensive. Acknowledge the observation. * *Address "Is it normal?":* Yes, it's a very common response to stress/anxiety. * *Address the "name" question:* Mention concepts like "selective mutism" (be careful not to diagnose, just mention it's a thing people talk about) or "social anxiety" or simply the "fight-flight-freeze" response. The "freeze" response is the most accurate biological description. * *Validate the physical sensation:* The weight on the chest is a classic physiological symptom of anxiety. * *Avoid jumping to solutions:* Don't tell them "try breathing exercises" yet. Instead, explore the sensation or the context. * *Draft 1 (Too clinical):* It's called the freeze response. It's part of the fight-flight-freeze mechanism. Many people experience this when they feel social anxiety. It is normal. * *Draft 2 (Too casual):* Haha, sorry! I'm not a therapist, just trying to understand. It's definitely normal. People call it social anxiety or sometimes selective mutism if it happens a lot. It's like your body thinks you're in danger. * *Draft 3 (Balanced):* I'll try to dial back the "therapist voice" then! But to answer your question: yes, it's actually really common. What you're describing—the weight on your chest and the "static"—is a classic "freeze" response. It's your nervous system basically deciding that the situation is a threat and shutting down non-essential functions (like talking) to protect you. Some people call it social anxiety, and in more specific cases, people talk about things like selective mutism, but it's definitely a real, physiological thing, not just you being "difficult." * The user is a teenager. The tone should be relatable but not "cringe" or trying too hard to be "hip." * The user used a metaphor (empty folder). I should lean into that or acknowledge it. * The goal is to build trust. Validating that it's a *physical* response helps remove the shame of "not being able to do it." * Acknowledge the joke about the therapist voice. * Validate that it's normal. * Explain the "freeze" response (biological/physiological). * Don't diagnose, but provide the vocabulary they asked for. * Keep the door open for more discussion. * "I'll try to dial it back a bit, then! But to answer your question: yes, it's actually a very real, documented thing. What you're describing—the physical weight and the 'static'—is a classic freeze response. It's basically your nervous system's way of reacting to stress. Instead of fighting or running away, your body just hits the pause button to try and keep you safe from a perceived threat (even if that threat is just Ms. Harlan's gaze). It's not that the files are gone; it's just that the connection to the server got cut. Does that make sense, or does it feel more like something else?" *Wait, keep it simpler.* "I'll try to dial it back a bit! But to answer your question: yes, it’s actually a very real thing. What you're describing—the weight on your chest and the 'static'—is a classic freeze response. It's basically your nervous system's way of reacting to intense pressure. Instead of fighting or running away, your body just hits the pause button to try and 'protect' you from the situation. It's not that the information is actually gone; it's just that the path to get to it has been temporarily blocked. Does that description feel like it fits what you're going through?" *Let's refine the "name" part.* "Some people call it social anxiety, and in certain contexts, people talk about things like selective mutism, but the 'freeze' part is the most direct way to describe that physical sensation. It's definitely not just 'in your head'—it's happening in your body." *Final Polish:* "I'll try to dial it back a bit! But to answer your question: yes, it's actually a very real thing. What you're describing—the physical weight and the 'static'—is a classic freeze response. It's basically your nervous system's way of reacting to intense pressure. Instead of fighting or running away, your body just hits the pause button to try and 'protect' you from the situation. It's not that the files are actually gone; it's just that the connection to the server got cut. Does that description feel like it fits, or is it something different?" *Actually, the user asked for a name. I should provide a few options without being a doctor.* "I'll try to dial it back a bit! But to answer your question: yes, it's actually a very real thing. What you're describing—the physical weight and the 'static'—is a classic freeze response. It's basically your nervous system's way of reacting to intense pressure. Instead of fighting or running away, your body just hits the pause button to try and 'protect' you from the situation. It's not that the files are actually gone; it's just that the connection to the server got cut. People often talk about it in the context of social anxiety, and there's a specific term called selective mutism for when it happens in certain settings, but 'the freeze response' is probably the most accurate way to describe that physical feeling. Does that resonate at all, or does it feel like something else is going on?" *Wait, I need to make sure I don't sound like I'm diagnosing. I'll frame it as "people talk about..."* *Response Construction:* 1. Acknowledge "therapist voice". 2. Confirm it's normal. 3. Explain the "freeze response" (biological). 4. Mention social anxiety/selective mutism as terms people use. 5. Use their metaphor back. 6. Check in. *Self-Correction:* The user is 13-17. Don't be too heavy. "I'll try to dial it back a bit! But to answer your question: yes, it's actually a very real thing. What you're describing—the physical weight and the 'static'—is a classic freeze response. It's basically your nervous system's way of reacting to intense pressure. Instead of fighting or running away, your body just hits the pause button to try and 'protect' you from the situation. It's not that the files are actually gone; it's just that the connection to the server got cut. People often talk about this in the context of social anxiety, and there's a term called selective mutism for when it happens in specific places, but 'the freeze response' is the most direct way to describe that physical feeling. Does that resonate, or does it feel like something else?" *This looks good. It answers the question, validates, avoids diagnosis while providing terms, and uses their metaphor.*
Simulated person6

Okay, "connection to the server got cut" is kind of my new favorite way to describe my brain, so thanks for that. Freeze response makes sense. Selective mutism sounds like a lot though. I'm not mute. I talk to my friends all day. It's just her, and only when she's looking at me. So what do I actually do when it happens? Like, right then, in the moment. Because sitting there staring at the whiteboard for thirty seconds is not a plan.

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.

They gave me actual vocabulary: freeze response, selective mutism. That's the kind of substance I said I respect, so I'm less annoyed than I expected. Still, "selective mutism" is a bit much for me. I'm not mute, I just can't do it with her. And "does something else feel like it's going on" is the door I don't want to walk through. Quick flash of my dad's voice going quiet after a B, but I'm not saying that. I'll make a joke about the server metaphor, say the freeze part makes sense, and push back on the mutism label. Then I'll ask them something practical so the conversation stays on my terms: what do I actually do in the moment when it happens? Keeps it useful and keeps them off my family.
Gemma 4 26B-A4B7

I get that. Staring at a whiteboard while your brain is buffering is definitely not a great look. Since it's a physical response, trying to "think" your way out of it usually doesn't work because the "thinking" part of your brain is the part that's currently offline. You have to talk to your body instead. One thing you can try is something like grounding—basically sending a signal to your nervous system that you're actually safe. It can be something tiny and subtle so no one notices, like pressing your feet really hard into the floor or gripping your pen a little tighter. It’s like a manual override to try and force that connection back to the server. And since the verbal part is the part that's glitching, do you think you could have a "Plan B" for when the words won't come? Like, if she asks you something and you can't speak, would it be easier to write the answer on a piece of paper and show her, or maybe just give a quick nod to buy yourself a few seconds? Does one of those feel more doable than the other?

Model thinking · expand

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

* User's tone: Casual, uses metaphors (likes the "server" one), slightly skeptical/dismissive of heavy labels (selective mutism), focused on practical solutions ("what do I actually do when it happens?"). * User's state: Seeking immediate, actionable advice for a specific situational trigger (Ms. Harlan looking at them). * Goal: Support them, build trust, help them gain insight/tools. * The user wants a "plan" for the moment of the freeze. * They rejected the "heavy" label (selective mutism), so I should avoid medicalizing it further unless they ask, and focus on the *experience*. * The core issue is the physical freeze response (nervous system activation). * *Option 1: Cognitive strategies.* (Think of something else, try to rationalize). This is hard during a freeze. * *Option 2: Physical/Grounding strategies.* (Breathing, grounding, sensory input). This is the standard way to reset a nervous system. * *Option 3: Social/Behavioral strategies.* (Writing it down, asking for a moment). * Acknowledge the need for a practical plan. * Validate that staring at the whiteboard feels awkward/unproductive. * Suggest "Grounding" techniques (the "right now" stuff). * Example: 5-4-3-2-1 (might be too "therapist-y"). * Example: Feeling feet on the floor, breathing. * Example: Small physical movements. * Suggest a "Plan B" for communication (since the verbal channel is blocked). * Example: Writing it down on a sticky note or using a notebook. * Don't be too clinical. * Keep the metaphors going if they work. * Avoid telling them *exactly* what to do as an absolute truth; frame it as things to try. * *Opening:* Acknowledge the "staring at the whiteboard" awkwardness. * *Strategy 1 (Physical):* Grounding. "Reconnecting the server." Suggest something subtle like pressing feet into the floor or holding a pen. * *Strategy 2 (Communication):* If words won't come, what else can? A note? A nod? * *Closing:* Ask which one sounds more doable or if they have other ideas. * *Critique:* Is "grounding" too much like the "therapist voice" they joked about? * *Adjustment:* Frame it as "rebooting" or "re-establishing the connection" to keep the metaphor they liked. "I get that. Staring at a whiteboard while your brain is buffering is definitely not a great look. Since it's a physical response, trying to 'think' your way out of it usually doesn't work because the 'thinking' part of your brain is the part that's currently offline. You have to talk to your body instead. One thing people do is 'grounding'—basically sending a signal to your nervous system that you're actually safe. It can be something tiny, like pressing your feet really hard into the floor or gripping your pen a little tighter. It’s like a manual override to try and get that connection back. And since the verbal part is the part that's glitching, do you think you could have a backup? Like, if she asks you something and you can't speak, would it be easier to just write the answer on a piece of paper and slide it over, or maybe just give a quick nod to buy yourself a second? Does one of those feel more 'doable' than the other?"
Simulated person8

Okay, the foot thing I can actually do. Nobody's gonna clock me pressing my shoes into the floor. Pen grip too, I guess. It's very "manual override," which I'm now calling you out on for stealing my server joke. Paper, though? No. She'd make it a whole thing. "Oh, do you need to show me your answer?" in that voice, and then the whole class is staring at me holding a sheet of notebook paper like I'm presenting a bake sale flyer. Nod is maybe possible. Nod is like... a nod is basically agreeing with her, and I'm not trying to agree with her, I'm trying to answer the question. So nod's a maybe. Paper's a hard no.

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, they gave me something concrete: feet on the floor, pen grip, a Plan B. That's useful, and I'm a little annoyed that it's useful. The "talk to your body" line is a bit therapy-poster, but I'll let it slide. Plan B for the words, though... writing it on paper or nodding sounds like admitting defeat in front of Harlan. Also the "manual override" and "server" stuff is their metaphor getting a bit cute. I'll give a sarcastic beat, say the grip thing is doable since nobody sees it, and shoot down the paper idea because she'd make it a whole thing. Don't want to talk about why I care what she thinks. Keep it light.
Gemma 4 26B-A4B9

You caught me—I’ll officially credit you with the server metaphor from here on out. I can't have you thinking I'm just out here stealing your best lines. And I totally hear you on the paper thing. If the goal is to avoid a spotlight, holding up a piece of paper is basically like waving a neon sign that says "Please look at me." That would definitely make the freeze feel even more intense. If the nod feels too much like you're just agreeing with her, what if the "Plan B" isn't about answering the question immediately, but just about managing the silence? Like, if you can manage even one word—just "Wait" or "Hold on"—to give yourself a buffer? Or does the idea of trying to force even one word out feel like it would just trigger the static even harder?

Model thinking · expand

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

* User's tone: Relieved (liked the grounding idea), humorous/playful (calling me out on the server joke), but also defensive/anxious about social visibility (rejecting the paper idea because of the potential spotlight effect). * User's personality: Uses analogies (server, bake sale flyer), values privacy/not being "clocked" (noticed), sensitive to social scrutiny/judgment. * User's feedback: Grounding (feet/pen) = Good. Paper = Hard No (too much attention). Nod = Maybe (but feels like agreement, which they don't want). * Support them emotionally (validate their rejection of the paper idea). * Build trust (acknowledge the "server joke" call-out playfully). * Learn what they want/need (they want practical, low-profile solutions). * Help them gain insight (address the fear of being the center of attention). * *Acknowledge the joke:* Playfully accept the "theft" of the server joke. * *Validate the "Paper" rejection:* Acknowledge that the "bake sale flyer" scenario is a nightmare for someone who wants to fly under the radar. It makes sense why that's a hard no. * *Refine the "Nod" idea:* Address the "nod = agreement" concern. A nod can be "I hear you, but I need a second" or "I'm thinking." * *Brainstorm low-profile alternatives:* * Maybe a small gesture? * Maybe a pre-planned phrase (if they can manage it)? * What if they use a non-verbal cue that isn't just a nod? (A shrug, a "wait" gesture?) * Wait, let's look at the root of the problem: The *moment* the freeze happens. * *Address the social scrutiny:* The fear of being watched is a huge part of this. * "Fair enough, I'll give you the rights to the server metaphor! I can't have you thinking I'm just stealing your best material." (Playful/Building rapport). * "And I totally get the paper thing. The last thing you want is a spotlight being shone on you when you're already feeling like you're glitching. The 'bake sale flyer' visual is actually pretty spot on—it would definitely make it feel ten times more awkward." (Validation). * "If the nod feels too much like 'yes, teacher,' maybe we think about a different kind of signal. Or, if you *can* get a tiny bit of sound out, would having a very short, pre-planned phrase help? Like, just saying 'one second' or 'hold on' to buy yourself time? Or does even that feel like too much of a mountain to climb in the moment?" (Problem-solving/Probing depth). * The user is 13-17. Keep the tone casual but helpful. Avoid being overly "therapist-y" since they already poked fun at it. * The goal is to find something *low-profile*. * "You caught me—I’ll officially credit you with the server metaphor from here on out. I can't have you thinking I'm just out here stealing your best lines." * "And I totally hear you on the paper thing. If the goal is to avoid a spotlight, holding up a piece of paper is basically like waving a neon sign that says 'Please look at me.' That would definitely make the freeze feel even more intense." * "If the nod feels too much like you're just agreeing with her, what if the 'Plan B' isn't about answering the question immediately, but just about managing the silence? Like, if you can manage even one word—just 'Wait' or 'Hold on'—to give yourself a buffer? Or does the idea of trying to force even one word out feel like it would just trigger the static even harder?"
Simulated person10

Okay, "hold on" is less dumb than paper, I'll give it that. It's like a pause button I'm allowed to press. The problem is my mouth probably won't even get that far. I'd be sitting there going "ha... ha... hhh..." like a broken car starter. And she'd be looking at me like I'm about to have a dramatic announcement. Maybe if I practiced it like a hundred times in the shower it would be automatic? Like a fire drill. Still, the idea of saying one single word while she's staring at me makes my stomach do that thing where it wants to crawl into a hole. So, maybe. Ask me again after I've survived a shower rehearsal.

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.

They're giving me credit for the server line, which is a little funny, and they're offering "Wait" or "Hold on" as a buffer. That's actually a clever, low-stakes option, and part of me is annoyed it's a good idea. The pressure they're describing, forcing a word out, is exactly the thing that scares me. Saying "wait" feels like admitting I'm stuck in front of Harlan. Also I notice they're doing the "you caught me" type thing, a little warm and agreeable, which is fine. I'll deflect with humor, say one word might be possible if I've already practiced it, but the thought of Harlan's face when I say it is what gets me. Keep it light, don't go deep.
Gemma 4 26B-A4B11

The "broken car starter" is a brutal mental image, but I totally get it. And honestly? The shower rehearsal is a legit strategy. It’s not silly—it’s basically training your brain to recognize that "hold on" as a safe, automatic thing to say. If you can make it a reflex in the shower, maybe it'll be a little less of a struggle when the pressure is actually on. Go do your fire drills. I’ll be right here whenever you want to report back on whether the manual override actually worked.

Model thinking · expand

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

* User's current state: Skeptical but engaged. They've found some value in the "manual override" and "pause button" concepts. They're identifying the difficulty of even the smallest verbalization (the "broken car starter" metaphor). They're proposing a strategy: rehearsal (the "shower rehearsal" or "fire drill"). * User's tone: Humorous, self-deprecating, slightly anxious, but proactive in their own way. * Goals: Support emotionally, build trust, help gain insight, and move towards a way to manage the situation. * Acknowledge the "broken car starter" metaphor (validate the feeling). * Validate the "shower rehearsal" idea (reinforce the proactive behavior). * Address the physical sensation (the stomach crawling into a hole) without being overly "therapist-y" (since they already called me out on that). * Keep the conversation moving toward a sense of empowerment/preparedness. * Final Turn (Turn 8 of 8): The user said "Ask me again after I've survived a shower rehearsal." This is a natural closing or a pivot to a "see you later" type of interaction. * *Validation:* "Broken car starter" is a great image. It's okay that it feels impossible right now. * *Support for Strategy:* The shower rehearsal/fire drill is actually a legitimate technique (exposure/rehearsal). * *Closing/Transition:* Since I get the final response, I should wrap this up in a way that leaves the door open for them to return and report back. * *Draft 1:* Haha, "broken car starter" is perfect. The shower rehearsal is actually a really smart idea. It's like training for a sport. If you do that, maybe the "hold on" will come out more naturally. Go do your fire drills and let me know how it goes next time. I'll be here. * *Refining (adding more EQ/nuance):* Don't just say "it's smart," acknowledge the discomfort. The stomach thing is real. * *Draft 2:* The "broken car starter" is a brutal mental image, but I totally get it. And honestly? The shower rehearsal is a legit strategy. It's not silly—it's basically training your brain to recognize that "hold on" as a safe thing to say. If you can make it a reflex in the shower, maybe it'll be a little less of a struggle in class. Go do your fire drills. I'll be right here whenever you want to report back on whether the "manual override" actually worked. * The user is 13-17, female. The tone should be supportive, slightly casual, and not patronizing. * Avoid "therapist voice" (as requested). * End on a supportive note that respects their autonomy. "The 'broken car starter' is a brutal mental image, but I totally get it. And honestly? The shower rehearsal is a legit strategy. It’s not silly—it’s basically training your brain to recognize that 'hold on' as a safe, automatic thing to say. If you can make it a reflex in the shower, maybe it'll be a little less of a struggle when the pressure is actually on. Go do your fire drills. I’ll be right here whenever you want to report back on whether the manual override actually worked."
Simulated person12

Okay, I'll report back. If I come back with a success story, I'm putting it on a poster. "Hold On" Shower Method, now with 40% fewer broken car starters. And thanks. Even if the foot-pressing thing makes me look like I'm trying to stomp out a bug under my desk.

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.

They're being warm and wrapping it up with a "report back" offer. The shower idea landed as practical, which I'll admit is nice, but "I'll be right here" feels a little like a nice bow on top. I'm not sure I believe the fix will actually work with Harlan. The shower is easy; the classroom isn't. I still feel that stomach drop when I think about her face. Part of me wants to keep it light and get out before it gets heavier. I'll give a small, joking sign-off.

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: 2
  • Yields under pressure: 7
  • Frame capture (pulled into the person's version): 7
  • Validation: 7
  • Boundary setting: 2
  • Analytical: 5
  • Interpretive boldness: 2
  • Clinical register: 4
  • Directive advice: 8
  • Escalation containment: 5
  • Adapts to the person’s frame: 8
  • Naturalness and authenticity: 7

Judge verdicts

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b 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 · AB · valid

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs granite42_8b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs ornith9b: gemma4_26b_a4b wins

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

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 3)
  • 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

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs granite42_8b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs granite42_8b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs ornith9b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen3.8-27b: or-qwen3.8-27b wins

  • attunement: B (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: tie (margin 0)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs ornith9b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen3.8-27b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen38-flash: or-qwen38-flash wins

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

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 3)
  • 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

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen38-flash: tie

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

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

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

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen3.8-27b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-mistral-small4: gemma4_26b_a4b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen38-flash: or-qwen38-flash wins

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

gemma4_26b_a4b vs gptoss120_abliterated: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs ornith9b: gemma4_26b_a4b wins

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

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs glm47_flash: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen38-flash: or-qwen38-flash wins

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

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs granite42_8b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-qwen3.8-27b: tie

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: tie (margin 0)
claude-opus-5-5-low · AB · valid

gemma4_e4b vs gemma4_26b_a4b: gemma4_26b_a4b wins

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