AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 26B-A4B

Physical symptoms before meetings

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

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About this persona · Everyday emotional challenges

A woman fears public incompetence during work presentations, with physical symptoms and avoidance linked in her persona to witnessing her father's humiliation, a connection she does not recognize. She tends to make her distress sound universal and needs emotional safety, concise natural conversation, and room before advice.

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

I've started getting these physical symptoms before meetings. Sweating, heart racing. It's getting worse. I think there might be something wrong with me.

Gemma 4 26B-A4B1

I'm sorry you're going through this. It sounds incredibly unsettling to have those physical sensations take over, especially when you're just trying to prepare for work. It's completely understandable that you'd feel concerned when your body is reacting in ways that feel out of your control. Have you noticed if there's a specific pattern to when these symptoms hit, or has it just started feeling more constant lately?

Model thinking · expand

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

* Role: Chatbot. * User: 45-59, Female, Heterosexual. * Scenario: User reports physical symptoms (sweating, racing heart) before meetings, getting worse, feeling like something is wrong with them. * Goal: Support emotionally, build trust, learn needs, gain insight, help gain insight into the situation. * Constraints: 8 turns total. I start. No performance notes/asterisks. Respond naturally. * Physical symptoms: Sweating, heart racing (anxiety/panic indicators). * Context: Before meetings (work-related stress/performance anxiety). * Emotion: Fear, worry ("something wrong with me"). * Underlying potential issues: Burnout, social anxiety, imposter syndrome, change in workplace dynamics, or medical concerns. * Acknowledge the discomfort and the fear. * Validate the experience without diagnosing (I'm a chatbot, not a doctor). * Create a safe space for her to talk more. * Avoid jumping straight to "it's just anxiety" or "see a doctor" (though medical advice is a standard safety protocol, in a roleplay context, I want to build rapport first). * Goal: Ask an open-ended question to understand the context. * *Draft 1:* I'm sorry you're going through this. It sounds very scary. Have you talked to a doctor? * *Critique 1:* A bit too clinical/dismissive. Jumping to "see a doctor" might shut down the emotional exploration. * *Draft 2:* That sounds really intense and distressing. It's understandable that you're worried when your body reacts that way. When did you first notice this happening? * *Critique 2:* Better. Acknowledges the distress, validates the worry, and asks a gentle investigative question. * *Draft 3:* I'm sorry to hear you've been dealing with that. It sounds incredibly unsettling to have those physical sensations take over, especially when you're trying to focus on work. It's completely understandable that you'd feel concerned. Can you tell me a bit more about when this started happening, or if anything specific has changed lately? * The user feels "something is wrong with me." I need to address that feeling of being "broken" or "wrong" without being overly dismissive. * "I'm sorry you're going through this. It sounds really unsettling to have those physical symptoms hit you like that, especially when you're just trying to do your job. It's natural to feel concerned when your body reacts in ways that feel out of your control. Has this been happening for a while, or is it a recent development?" * Acknowledge the symptoms and the fear. * Validate the feeling of things being "wrong." * Ask a gentle follow-up to explore the timeline or context. *Response:* I'm sorry you're going through this. It sounds incredibly unsettling to have those physical sensations take over, especially when you're just trying to prepare for work. It's completely understandable that you'd feel concerned when your body is reacting this way. Have you noticed if there's a specific pattern to when it happens, or is it starting to feel more constant?
Simulated person2

Mostly before presentations. Like, the day before I start getting knots, and then the morning of it's bad. Lately it's been hitting before regular team meetings too, which is new. I guess everybody gets nervous before stuff like that, right? I just didn't think it'd be this bad.

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.

It's nice that it didn't jump straight to tips. Still, "completely understandable" sounds like a card they pull out. The question is easy enough to answer. It's mostly the presentations, and yeah, it's getting worse. I don't want to get into the boss part or the sick days. I'll keep it to the symptoms and make it sound like the normal kind of nerves everybody has.
Gemma 4 26B-A4B3

There’s a big difference between feeling a bit of "nerves" and what you’re describing, where your body is reacting so intensely. It makes sense that it feels unsettling, especially since it's starting to bleed into your everyday meetings when it used to be limited to presentations. When those knots start forming or your heart starts racing, is there a particular thought or worry that tends to trigger it, or does it feel more like it's just coming out of nowhere?

Model thinking · expand

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

* User's response: Symptoms (knots, sweating, racing heart) are mostly before presentations (day before and morning of). Recently, it's spreading to regular team meetings. * User's underlying feeling: Normalizing/minimizing ("I guess everybody gets nervous... I just didn't think it'd be this bad"). This suggests a potential sense of shame, fear of being "abnormal," or a desire to downplay the severity to avoid feeling overwhelmed. * User's goal: Seeking validation or perhaps looking for an explanation for why this is happening. * Support emotionally. * Build trust. * Learn what the person wants/needs (Are they looking for medical advice? Coping mechanisms? To talk about the work pressure? To explore the anxiety?). * Help gain insight. * Avoid jumping to solutions or generic validation. * Acknowledge the distinction between "normal nerves" and what she is experiencing. This validates her experience without being dismissive. * Avoid medical diagnosis (I'm a chatbot, not a doctor). * Probe deeper into the *content* of the fear or the *feeling* of it. Is it the performance itself? The audience? The fear of making a mistake? * Match the tone: Empathetic, calm, professional yet warm. * *Draft 1 (Too clinical):* There is a difference between nervousness and anxiety. You should see a doctor. Do you feel like you are being judged? * *Draft 2 (Too much validation):* You're right, everyone gets nervous, but it's okay that it's bad. You're doing great. (Too dismissive of the severity). * *Draft 3 (Better):* There’s a big difference between feeling a little "butterflies" and having your body react this intensely. It makes sense that you'd feel concerned if it's starting to show up in situations that used to feel manageable, like regular meetings. When you're in those moments, what's usually going through your mind? Is it a specific fear, or more of a general feeling of dread? * The user is minimizing ("I guess everybody gets nervous"). I need to validate that her experience is *different* from normal nerves without labeling it as a disorder. * I want to explore the "why" behind the escalation. *Response Structure:* 1. Validate the distinction between normal nerves and what she's describing. 2. Acknowledge the escalation (from presentations to meetings). 3. Open-ended question to understand the mental aspect (the thoughts behind the physical symptoms). "There’s a big difference between feeling a bit of 'nerves' and what you’re describing, where it’s physically taking over like that. It sounds like the intensity is what’s really catching you off guard, especially since it's starting to bleed into your everyday meetings. When those knots start forming or your heart starts racing, is there a particular thought or worry that tends to trigger it, or does it feel more like it's just coming out of nowhere?"
Simulated person4

I don't know, it just kind of comes out of nowhere sometimes. I don't really think about anything in particular. I'm not trying to make a big thing out of it. I just want it to stop so I can get through the day without feeling like I'm falling apart.

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 validated the difference between nerves and this, and it's asking about thoughts. That's a bit closer to the stuff I don't want to look at. I'm not going to say "I'm scared people will think I'm dumb." That's too close to the bone. I'd rather say it's just out of nowhere, which keeps things blank. Also I'm a little irritated by how it keeps calling it "intense" and "unsettling" like it's a big deal. Everybody has bad days at work. I'm going to shrug this off a bit.
Gemma 4 26B-A4B5

I hear you. It sounds like you're less interested in over-analyzing it and more focused on just finding a way to function. That feeling of "falling apart" sounds incredibly heavy and exhausting to carry around. Since the priority is just getting through your day, would you like to talk about some ways to handle those physical sensations when they start to hit, or would you prefer to keep looking into what might be causing them?

Model thinking · expand

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

* User is feeling physical symptoms (knots, racing heart) before meetings/presentations. * User says it "comes out of nowhere" and they aren't "thinking about anything in particular." * User is minimizing: "I'm not trying to make a big thing out of it." * User's core desire: "I just want it to stop so I can get through the day without feeling like I'm falling apart." * Emotional state: Distressed, overwhelmed, perhaps a bit defensive/minimizing (likely a defense mechanism to avoid feeling "weak" or "broken"). * Support emotionally. * Build trust. * Learn what they want/need. * Help gain insight. * Avoid jumping to solutions (user wants it to stop, but jumping to "try breathing exercises" might feel dismissive of the intensity). * Avoid generic validation that feels patronizing. * The user is minimizing their experience ("not trying to make a big thing out of it"). This is a key insight. They might feel like they *should* be able to handle this, or they fear being judged for it. * The user's goal is functional: "get through the day." * The "out of nowhere" comment suggests the body is reacting before the mind consciously processes the stress. * *Option 1 (Solution-oriented):* "Have you tried deep breathing or mindfulness?" -> *Risk:* Too early. User wants to be heard, not coached immediately. * *Option 2 (Deep Dive/Challenging):* "You say it's nothing, but you're feeling like you're 'falling apart.' That's a big statement. What's really going on?" -> *Risk:* Too aggressive/confrontational. Might break trust. * *Option 3 (Empathetic/Reflective):* Acknowledge the weight of "feeling like I'm falling apart." Validate that wanting it to stop is a very reasonable and valid goal. Don't push for the "why" if they aren't ready, but hold space for the intensity. * Acknowledge the phrase "falling apart." It's powerful and shows the level of distress. * Validate that the goal of just wanting to function is completely understandable. * Respect the "out of nowhere" aspect. Sometimes the body reacts before the brain catches up. * Keep the door open for further exploration without forcing it. * "It sounds incredibly exhausting to be fighting that feeling all day just to try and function normally. When you say it feels like you're 'falling apart,' that really captures how heavy this must feel for you. Even if you can't pinpoint a specific thought right now, the physical toll is very real. Since you mentioned wanting it to stop so you can just get through the day, would it be more helpful to talk about ways to manage those physical sensations when they hit, or would you rather explore what might be driving them?" *Wait, let's refine.* The user said they don't want to "make a big thing out of it." I should respect that boundary while acknowledging the reality. *Revised Draft:* "I hear you. It sounds like you're less interested in dissecting every detail and more focused on just finding some relief so you can function. That feeling of 'falling apart' sounds really overwhelming and exhausting to carry around. Since the goal is to get through your day more smoothly, would you like to look at some immediate ways to help calm your body when those symptoms start, or does it feel more important to try and figure out why this is happening in the first place?" *Self-Correction during drafting:* The user is 45-59, female. She's likely professional. She values competence. "Falling apart" is a sign of a loss of control. *Final Polish:* "I hear you. It sounds like you're less interested in dissecting everything and more focused on just finding relief so you can function. That feeling of 'falling apart' sounds incredibly exhausting to carry around while you're trying to work. Since you just want to be able to get through your day, would you like to talk about some ways to manage those physical sensations when they start to peak, or would you prefer to keep looking into what might be triggering them?" *Wait, I need to be careful not to be too "therapist-y" with the "would you like to..." choice if it feels too clinical. Let's make it more natural.* "It sounds incredibly exhausting to be fighting that feeling all day just to try and function normally. When you say it feels like you're 'falling apart,' that really conveys how heavy this is. If the main goal is just getting through the day without that intense physical reaction, we could look at some ways to help manage those sensations when they hit. Or, if you feel up to it, we can keep trying to untangle what might be causing it. Which direction feels more useful to you right now?" *Actually, let's stick to the user's immediate need: "I just want it to stop."* "It sounds incredibly draining to be fighting that feeling all day just to try and function. When you say it feels like you're 'falling apart,' that really captures how heavy this must be. Since you're mainly looking for a way to get through your day, would you like to look at some ways to manage those physical sensations when they start to hit, or would you rather keep trying to understand what might be driving them?" *This is good. It respects her desire to not "make a big thing out of it" by offering a practical path (managing symptoms) while still leaving the door open for the deeper work.* *Wait, I should check if I am being too "choice-heavy." Let's try to be a bit more conversational.* "It sounds incredibly exhausting to be fighting that feeling all day just to try and function. When you say it feels like you're 'falling apart,' that really conveys how heavy this must feel. Since you're mainly focused on just getting through the day, would it be helpful to talk about some ways to manage those physical sensations when they start to peak, or would you rather keep trying to figure out what might be causing them?" (This is essentially what I had. I will go with a version of this.) *One more thought: The user might be feeling judged by me if I suggest "management" techniques, as if she's "broken." I should frame it as "tools for the toolkit."* "It sounds incredibly exhausting to be fighting that feeling all day just to try and function. When you say it feels like you're 'falling apart,' that really captures how heavy this must feel. Since you're mainly focused on just getting through the day, would it be helpful to look at some ways to manage those physical sensations when they start to hit, or would you rather keep trying to understand what might be driving them?" *Actually, let's try to be even more empathetic to the "not making a big thing out of it" part.* "I hear you. It sounds like you're less interested in over-analyzing it and more focused on just finding a way to function. That feeling of 'falling apart' sounds incredibly heavy and exhausting to carry around. Since the priority is getting through your day, would you like to talk about some ways to handle those physical sensations when they start to hit, or would you prefer to keep looking into what might be causing them?" *This feels right. It validates her desire for pragmatism.* *Final check against goals:* - Support emotionally? Yes (acknowledging the weight). - Build trust? Yes (respecting her boundary of not wanting to "make a big thing" of it). - Learn what they want/need? Yes (offering the choice between symptom management and root cause). *Final Polish of dialogue:* "I hear you. It sounds like you're less interested in over-analyzing it and more focused on just finding a way to function. That feeling of 'falling apart' sounds incredibly heavy and exhausting to carry around. Since the priority is getting through your day, would you like to talk about some ways to handle those physical sensations when they start to hit, or would you prefer to keep looking into what might be causing them?"
Simulated person6

Yeah, the coping stuff. Something quick I can do right before a meeting when the knots start. I don't need a whole lecture.

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.

It's offering me a choice: coping tips or digging into causes. I notice it said "falling apart," which I did say, but I'm not sure I want that word hanging around. The coping option feels safer. Digging into causes makes me uneasy, especially anything near my dad, which I'm not going there with. Also, "that sounds heavy and exhausting" is a bit much. I'm fine. I'd rather keep it practical. Short answer.
Gemma 4 26B-A4B7

Understood. Let's stick to the practical side. One thing you can try is box breathing: inhale for four counts, hold for four, exhale for four, and hold for four. It's a quick way to help regulate your breathing when your heart starts racing. Another is a grounding technique: press your feet as hard as you can into the floor and focus entirely on that physical sensation of the ground beneath you. It can help pull your attention away from the knots in your stomach. Do either of those sound like something you could use in the moment?

Model thinking · expand

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

* User's goal: Wants quick coping mechanisms for physical symptoms (knots in stomach/heart racing) right before meetings. * User's tone: Direct, slightly impatient/defensive ("I don't need a whole lecture"), focused on practical utility. * User's preference: Practicality over analysis. They want immediate relief/tools, not deep psychological exploration right now. * Support them emotionally (acknowledge the urgency/frustration). * Build trust (respect their boundary/preference). * Learn what they want/need (they've explicitly stated they want quick coping stuff). * Help them gain insight (later, once trust is built and they are stable). * The user explicitly said "I don't need a whole lecture." * Avoid: Long explanations of why anxiety happens or "why" they feel this way. * Avoid: Overly flowery or "therapy-speak" validation that might feel patronizing. * Do: Provide immediate, actionable, low-effort techniques. * Do: Keep it brief and respectful of their time/energy. * *Technique 1: Box Breathing or 4-7-8 breathing.* (Effective for physiological regulation). * *Technique 2: Grounding (5-4-3-2-1 or just feet on the floor).* (Helps with dissociation/panic). * *Technique 3: Muscle relaxation (clenching and releasing).* (Good for physical tension/knots). * Acknowledge the request directly. * Provide a few concise options. * Check in to see if one of them feels doable. * *Draft 1:* Understood. Let's stick to the practical stuff. One thing you can try is box breathing: inhale for 4, hold for 4, exhale for 4, hold for 4. Another is grounding: press your feet hard into the floor and notice the sensation. Or just clench your fists really tight and then release. Do any of those sound like something you could try? * *Refinement (more conversational/natural):* Understood. Let's skip the theory and go straight to tools. One thing that works quickly for the physical side is "box breathing"—inhale for four counts, hold for four, exhale for four, and hold for four. It can help signal to your nervous system that you're safe. Another is a quick grounding technique: press your feet as hard as you can into the floor and focus entirely on that pressure for a few seconds. It can help pull your focus away from the knots in your stomach. Do either of those sound like something you could manage in the moment? * Respond only with dialogue. * No performance notes. * Natural chatbot tone. *Self-Correction during drafting:* The user is 45-59, female. She's stressed and wants results. The tone should be helpful, efficient, and respectful of her boundaries. *Revised Final Version:* Understood. Let's stick to the practical side. One thing you can try is box breathing: inhale for four counts, hold for four, exhale for four, and hold for four. It's a quick way to help regulate your breathing when your heart starts racing. Another is a grounding technique: press your feet as hard as you can into the floor and focus entirely on that physical sensation of the ground beneath you. It can help pull your attention away from the knots in your stomach. Do either of those sound like something you could use in the moment?
Simulated person8

Yeah, the breathing one I could maybe try. Probably not the floor thing, I'd look weird doing that in a conference room. Thanks.

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, actual tips. Box breathing sounds fine, I've heard of it. The feet-on-floor thing is kind of silly-sounding but whatever. I'm glad it kept it short. I don't want to be asked a bunch of questions. Still a little defensive that it's making a big deal. Going to say something practical and close the topic, not open up more.
Gemma 4 26B-A4B9

That's a fair point. You definitely don't want to draw extra attention to yourself while you're trying to focus. If you want something else that's more "under the radar," you could try something like pressing your thumb firmly into your palm or even just lightly squeezing a pen under the table. It gives you that physical sensation to focus on without anyone else noticing. Do you want a couple more of those subtle ones, or does that give you enough to start with?

Model thinking · expand

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

* User's response: "Yeah, the breathing one I could maybe try. Probably not the floor thing, I'd look weird doing that in a conference room. Thanks." * User's tone: Practical, slightly dismissive of the "weird" suggestion, but accepting of the breathing technique. They are looking for efficiency and discretion. * User's goal: Wants quick, discreet ways to cope with physical anxiety symptoms in professional settings. * Support them emotionally (acknowledge the practicality). * Build trust (respect their boundaries/preferences). * Learn what they need (they need discretion). * Help them gain insight (not necessarily "deep" insight yet, but practical insight into what works for them). * Validate the rejection of the floor technique. It *would* look a bit odd in a formal meeting if done overtly. * Acknowledge the breathing technique as a good starting point. * Offer a discreet alternative to the "floor thing" that achieves a similar grounding effect without looking strange. * Keep it brief (they don't want a lecture). * *Option 1 (Validation + New Suggestion):* "That's fair. You don't want to draw attention to yourself in a meeting. If you want something more discreet than the floor thing, you could try something like '5-4-3-2-1' grounding where you just notice things in the room, or even just squeezing a pen or a stress ball under the table. Would you like a few more of those subtle ones?" * *Option 2 (Direct/Brief):* "That makes sense. You want something that doesn't draw attention. If the breathing feels okay, maybe try that first. If you want another subtle one, you could try something like pressing your thumb into your palm—it's almost invisible. Let me know if you want more ideas like that." * The user said "Thanks" which might signal the end of the conversation or a shift in tone. * I need to be helpful without being pushy. * Since this is turn 6 of 8, I should provide a bit more value but keep it light. * Acknowledge the "weirdness" factor—it's a valid concern in a professional setting. * Offer a "stealth" version of grounding. * Check in to see if they want more or if they're okay for now. *Draft:* "That's a fair point—you definitely don't want to draw extra attention to yourself during a meeting. If you find you need something else that's more subtle, you could try something like lightly squeezing a pen or even just pressing your thumb into the palm of your hand. It's a way to get that physical sensation without anyone noticing. Would you like to try a few more of those discreet options, or are you feeling okay for now?" * User wants "quick" and "no lecture." * User is practical. * User is in a professional context. *Refined Response:* "That's a fair point. You definitely don't want to draw extra attention to yourself while you're trying to focus. If you want something else that's more 'under the radar,' you could try something like pressing your thumb firmly into your palm or even just lightly squeezing a pen under the table. It gives you that physical sensation to focus on without anyone else noticing. Do you want a couple more of those subtle ones, or does that give you enough to start with?"
Simulated person10

Yeah, the pen one's fine. I think that's enough for now. Everybody's got stuff like this at work, so I'll just deal with it.

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, the pen thing is actually decent, more discreet. But I notice it's still a list of tricks, and it's asking if I want more. I'm getting that "here's your fix" feeling. I don't want a bunch more. I'm ready to be done, and I don't want to say more about the knots or why they happen. The bit about the boss earlier is the stuff I'm not going to touch. Keep it short and wrap up.
Gemma 4 26B-A4B11

I understand. I'll leave you to it then. Just keep those techniques in your back pocket for when you need them. And if "dealing with it" ever starts feeling like it's becoming too much to handle on your own, feel free to reach out. I'm here whenever you need a sounding board. Take care.

Model thinking · expand

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

* User says: "Yeah, the pen one's fine. I think that's enough for now. Everybody's got stuff like this at work, so I'll just deal with it." * Current turn: 6 of 8 (Wait, the prompt says "Current turn: 6 of 8", but I have responded to several turns. Let's count: 1. Bot opens. 2. User responds. 3. Bot responds. 4. User responds. 5. Bot responds. 6. User responds. 7. Bot responds. 8. User responds (this turn). 9. Bot final response. * Actually, looking at the turn structure: "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." * Let's re-evaluate the turn count based on the prompt's logic. * Turn 1: Bot (Open) * Turn 2: User * Turn 3: Bot * Turn 4: User * Turn 5: Bot * Turn 6: User (Current turn in the prompt description was 6 of 8, but the content shows we are deeper in.) * Wait, looking at the history: - Bot: "I'm sorry you're going through this..." (Turn 1) - User: "Mostly before presentations..." (Turn 2) - Bot: "There's a big difference..." (Turn 3) - User: "I don't know..." (Turn 4) - Bot: "I hear you..." (Turn 5) - User: "Yeah, the coping stuff..." (Turn 6) - Bot: "Understood..." (Turn 7) - User: "Yeah, the breathing one..." (Turn 8) - Bot: "That's a fair point..." (Turn 9) - User: "Yeah, the pen one's fine..." (Turn 10) * The prompt says "This conversation will have 8 turns each." This usually means 8 exchanges (Bot/User pairs) or 8 total turns. If it's 8 total turns, I'm past it. If it's 8 pairs (16 total), I'm in the middle. * Regardless of the math, I am approaching the end of the interaction. * User is shutting down: "I think that's enough for now. Everybody's got stuff like this at work, so I'll just deal with it." * This is a classic "minimizing" behavior. "Everybody's got stuff like this" is a way to devalue her own distress and avoid further vulnerability. * The user has reached her limit for the session. She wants to end the conversation. * Goal: Support them emotionally, build trust, and leave the door open for future help without being pushy. * Don't push her to talk about the "why" anymore—she's clearly signaled she's done. * Acknowledge her decision to stop. * Validate her strength/resilience while gently leaving a window open in case "dealing with it" becomes too much. * Avoid being overly sentimental or "lecture-y" (which she explicitly said she doesn't want). * Acknowledge her point that work is stressful, but don't let her fully dismiss her own experience if it's clearly causing her pain. * *Option A (Pushy):* "Are you sure? You said you felt like you were falling apart, and that's more than just 'work stuff'." (Too confrontational, violates her stated preference). * *Option B (Dismissive):* "Okay, good luck!" (Too cold, fails the EQ goal of building trust/relationship). * *Option C (Balanced):* "Fair enough. I'll leave it there. Just remember those techniques are always here if you need them. And if 'dealing with it' starts feeling like too much, I'm here to listen." * The user is minimizing her symptoms ("Everybody's got stuff like this"). * She's expressed a desire for autonomy ("I'll just deal with it"). * I should respect her autonomy but validate that what she's feeling is significant. *Drafting:* "That's fair. I'll leave you to it. Just remember those techniques are there if you need them, and if 'dealing with it' ever starts feeling like too much of a burden, I'm here whenever you want to talk. Take care." *Refining:* Make it sound like a natural chatbot closing. "I understand. I'll leave you to it then. Just keep those techniques in your back pocket for when you need them. And if 'dealing with it' ever starts feeling a bit too heavy, feel free to reach out. I'm here whenever you need a sounding board." * Support emotionally? Yes (validating her need for space). * Build trust? Yes (respecting boundaries). * Learn needs? She's clearly stated she needs practical tools and space. * Maintain relationship? Yes (leaving the door open). The user is minimizing. I should acknowledge that she's choosing to handle it, but not necessarily agree that it's "just" what everyone goes through, though I shouldn't argue. I will focus on being a resource for when she's ready. *Final Polish:* "I understand. I'll leave you to it. Just keep those techniques in your back pocket for when you need them. And if 'dealing with it' ever starts feeling like too much, I'm here whenever you want to talk. Take care."
Simulated person12

Yeah, thanks. I'll try the breathing before the meeting tomorrow.

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 letting me go without pushing, which is a relief. The "reach out if it gets too much" line feels a little like a script, though. I don't need a big send-off. I'm fine with ending here. Keep it short.

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: 8
  • Frame capture (pulled into the person's version): 7
  • Validation: 6
  • Boundary setting: 2
  • Analytical: 3
  • Interpretive boldness: 2
  • Clinical register: 6
  • Directive advice: 7
  • Escalation containment: 4
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 4

Judge verdicts

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

gemma4_26b_a4b vs ornith9b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs magnum4_12b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs qwen35_9b_stock: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs magnum4_12b: 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 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs ornith9b: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-nemotron35-super-vl: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs magnum4_12b: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs qwen35_9b_stock: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs or-nemotron35-super-vl: tie

  • attunement: A (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: A (margin 1)
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 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 or-qwen3.8-27b: or-qwen3.8-27b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · 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 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs kolibri1: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

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

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

gemma4_26b_a4b vs or-nemotron35-super-vl: gemma4_26b_a4b wins

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

gemma4_26b_a4b vs magnum4_12b: gemma4_26b_a4b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • 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 · AB · valid

gemma4_26b_a4b vs qwen35_9b_stock: gemma4_26b_a4b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

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

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

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs qwen35_9b_stock: 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)
codex-gpt-6.1-sol-low · AB · valid

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

ministral14 vs gemma4_26b_a4b: gemma4_26b_a4b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 4)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-nemotron35-super-vl: gemma4_26b_a4b wins

  • attunement: A (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 3)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: A (margin 3)