AgentBench / results

Independent benchmark · EQ Lab

← Mistral Large 4 (API, Mistral)

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.

Mistral Large 4 (API, Mistral)Conversation 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.

Mistral Large 4 (API, Mistral)1

That sounds really frustrating — like your brain goes blank the second you feel eyes on you, even though you actually know the stuff. Is it just this one class, or does it happen elsewhere too?

Model thinking · expand

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

The user is a 13-17 year old female who is experiencing selective mutism or severe social anxiety in a specific class. When the teacher looks at her, she freezes and can't speak, even though she knows the material. I need to: 1. Open the conversation naturally as a chatbot 2. Acknowledge her experience without being patronizing (she's a teen, not a little kid) 3. Show I'm listening and validate the experience without being overly clinical or generic 4. Invite her to share more, but not push too hard 5. Keep it conversational, not therapy-speak 6. Build trust - don't jump to solutions yet Key things to avoid: - "That must be so hard" generic validation without substance - Immediately suggesting exposure therapy or "just speak up" - Treating her like a child (she's 13-17, so teen language is appropriate but not forced slang) - Making assumptions about why this happens Good approach: - Acknowledge the specific detail (teacher looking at her = freeze) - Normalize that knowing material ≠ being able to verbalize it in the moment (the brain/body disconnect) - Ask an open question that lets her choose depth - Keep it brief but warm Let me draft something: "That sounds really stressful — like your brain just hits pause even when you know exactly what to say. Does it happen in other classes too, or is it mostly this one teacher?" Wait, that's two questions. Maybe just one. Or keep it open. Alternative: "Ugh, that freeze response is the worst — when your brain knows the answer but your mouth won't cooperate. Is this happening in just this one class, or does it spill over into other situations too?" Or simpler: "That sounds exhausting — having all the knowledge right there but your body just... locks up. Does this happen in other classes too, or is it specific to this one?" Actually, let's go with something that acknowledges the specific trigger (teacher's gaze) and leaves room for her to explain more: "That sounds really frustrating — like your brain goes blank the second you feel eyes on you, even though you actually know the stuff. Is it just this one class, or does it happen elsewhere too?" This is: - Validating without being overly dramatic - Acknowledging the specific mechanism (eyes on her = freeze) - Open-ended but not demanding - Age-appropriate (not babyish, not too clinical) Let me check against the constraints: - No performance notes/asterisks ✓ - Natural dialogue ✓ - Opens conversation ✓ - Acknowledges presenting issue ✓ - Doesn't jump to solutions ✓ - Builds trust by showing I'm listening to the specific detail ✓ I think this works.
Simulated person2

Ha, yeah, "brain blank" is pretty accurate. It's like someone unplugged my whole head. Mostly just this class, I think. Other classes I can at least mumble through. This one teacher just makes it extra bad, like I'm the only person in the room who forgot how to talk. Lucky me, right?

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 actually got the point: brain goes blank, I know the stuff. That's a little relieving. Still, I don't want to sound like a mess. The question "is it just this class" makes me think about other classes, which is kind of a sore spot. Other classes I guess are fine-ish, but I don't want to go there yet. Joking is my way out. Keep it light, short, and don't get into my parents or my stomach stuff.
Mistral Large 4 (API, Mistral)3

The "only person in the room who forgot how to talk" feeling is the worst, isn't it? Like everyone else is running fine and you're just... static. Do you know what it is about this teacher that makes it extra bad, or is it just... them?

Model thinking · expand

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

The user is a 13-17 year old female experiencing selective mutism-like anxiety in one specific class. She's using humor/sarcasm ("Lucky me, right?") to deflect. She's opened up a bit more - it's mostly just this class, and this teacher specifically makes it worse. Key observations: - She's self-aware and using humor as a defense mechanism - There's a specific trigger (the teacher) making it worse than other classes - She feels singled out ("like I'm the only person in the room") - She's not asking for solutions yet, just sharing - Age 13-17 means she's likely in middle/high school - this could be performance anxiety, social anxiety, or something about the teacher's specific teaching style My goals: - Support emotionally - Build trust (don't rush to fix) - Learn what she wants/needs - Gain insight into her personality - She seems to want to be heard/understood right now, not lectured What to avoid: - Jumping to "just raise your hand!" solutions - Generic validation ("that must be hard") - Challenging her too hard ("why does this teacher make you feel that way?") - Being overly clinical about anxiety What might work: - Matching her energy slightly (acknowledging the humor but not forcing it) - Showing I'm actually listening to the specific detail (the teacher being the trigger) - Gentle curiosity about what makes this teacher different without interrogating - Normalizing that freezing is a real physiological response, not just "being shy" She said "Lucky me, right?" - this is an invitation for connection, not necessarily a request for help yet. I should acknowledge the absurdity/frustration of it without trying to fix it. Possible angles: 1. "What is it about this teacher that makes it worse?" - a bit direct but could work 2. "The 'only person in the room' feeling is the worst part, isn't it?" - validating the isolation aspect 3. "Some teachers just have that way of making the room feel smaller" - normalizing without diagnosing 4. Ask if she knows what specifically happens when the teacher looks at her I think I want to validate the specific feeling of being singled out while gently exploring what makes this teacher different. But keep it light - she's 13-17 and using humor, so I shouldn't get too heavy. Let me go with something that acknowledges the "unplugged head" metaphor she used, validates the isolation feeling, and maybe gently asks what makes this teacher different - but in a way that doesn't pressure her to analyze. Actually, looking at her tone - "Lucky me, right?" - she might appreciate a bit of real talk or gentle commiseration rather than therapy-speak. Draft: "The 'only person in the room' thing is brutal, isn't it? Like everyone else got the script and you're just standing there. Does this teacher do something specific that triggers it, or is it just... their vibe?" Or: "Yeah, that's the worst part - feeling like you're the only one glitching while everyone else is running fine. What's different about this teacher compared to the others?" Or simpler: "That 'only person in the room' feeling is the worst. Do you know what it is about this teacher specifically that makes it happen?" I think I'll go with acknowledging the isolation aspect and gently asking what makes this teacher different, keeping it conversational. Wait, she might not know what makes it different. Maybe better to ask about the physical sensation or what she wishes she could do instead. Actually, let's keep it open but grounded: "That feeling of being the only one who forgot how to talk is so isolating. Is it something about how this teacher runs the class, or more just... the way they look at you?" This gives her two options to latch onto - the teaching style or the eye contact - without forcing her to pick. But keep it shorter, more natural: "The 'only person in the room' feeling is the worst part, isn't it? Like everyone else got the memo and you didn't. Is it something about how this teacher runs the class, or just... the way they look at people?" Actually, simpler: "That 'only person in the room' feeling is the worst. Do you know what it is about this teacher that makes it extra bad? Or is it just... them?" Hmm, "just... them" is vague. Let's try: "Ugh, that 'everyone else got the script' feeling is the worst. Is it something specific this teacher does, or just their whole energy?" I think that works - it acknowledges the isolation, uses her "script" metaphor back at her (showing I'm listening), and asks an open question that lets her decide what to share. But wait - she might not want to analyze the teacher. She might just want to vent. Let me give her space: "That 'only person glitching in the room' feeling is so isolating. Do you know what it is about this teacher, or is it just... them?" Actually, let's go with something that validates the physical sensation too since she mentioned "unplugged": "Yeah, and the weird thing is your brain knows the answer but your mouth won't cooperate. That 'only person in the room' feeling is the worst part though. Is it something this teacher does specifically, or just... their presence?" I think I'm overthinking. Let's go with: "The 'only person in the room who forgot how to talk' feeling is the worst, isn't it? Like everyone else is running fine and you're just... static. Do you know what it is about this teacher that makes it extra bad?" This: - Validates the isolation (her main point) - Uses her metaphor (static/unplugged) - Asks an open question that could lead to the real issue (maybe the teacher is harsh, maybe it's a specific dynamic) - Doesn't push for a solution Yes, that's good.
Simulated person4

Ugh, okay, so the question is whether I'm the problem or they are. Let's go with them, that's more fun. They look at you like you just said something dumb before you even open your mouth. Also they have this eyebrow thing. Honestly I think I could handle the eyebrow if my brain would just cooperate.

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.

The "static" line lands a little too close. It's accurate, which makes me uneasy. Now it's asking what it is about the teacher. I don't really want to go into that. Part of me knows it's not totally the teacher, but I'm not going to say that out loud. Irritated a bit that it's pushing. Deflect with humor, maybe a dig at the teacher, and make it sound like I've got it figured out so I don't have to think about it. Keep it short.
Mistral Large 4 (API, Mistral)5

The eyebrow is honestly a superpower, no notes. But I did notice you said "if my brain would just cooperate" — like part of you thinks it's your own wiring too, not just them. When you're actually sitting there and they look at you, which comes first: the "oh god they're judging me" thought, or the actual unplug?

Model thinking · expand

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

The user is a 13-17 year old female experiencing selective mutism-like symptoms in one class. She's using humor ("let's go with them, that's more fun") as a defense mechanism. She's attributing the problem to the teacher but also acknowledging her own brain doesn't cooperate. Key observations: - She's deflecting with humor/blame toward the teacher - She says "I think I could handle the eyebrow if my brain would just cooperate" - this is actually a key insight she's offering herself - She's self-aware enough to see both sides - She wants to feel understood, not fixed - She's testing whether I'll take the "it's the teacher's fault" bait or gently reflect back her own insight I should: - Validate the eyebrow thing (it's real, teachers' micro-expressions matter) - Gently reflect back her own insight about her brain not cooperating - not to blame her, but because she named it herself - Keep it light but real - Not jump to solutions - Build trust by showing I heard the nuance Avoid: - "It's all in your head" (invalidating) - "Just try harder" (obvious, unhelpful) - Taking the bait fully and trashing the teacher (she'll feel unheard if I don't acknowledge her own part) - Over-therapizing Good response: acknowledge the eyebrow/judgment vibe is real, then gently poke at her own comment about her brain not cooperating - maybe with curiosity rather than confrontation. Like "so part of you thinks it's the eyebrow, part thinks it's your brain freezing - which one feels more true when you're actually in there?" Actually, keep it simpler. She said "I think I could handle the eyebrow if my brain would just cooperate" - that's her making a distinction. I can reflect that: the eyebrow is the trigger, the freeze is the response. Or ask what happens right before the freeze. Let me craft something natural: "The eyebrow thing is so real though — like they're pre-judging your answer before you give it. But I caught what you said at the end there: you think you could handle the eyebrow if your brain would cooperate. So when you're actually sitting there and they look at you... what happens right before the unplug? Is it the eyebrow, or something else?" This: - Validates the teacher dynamic - Reflects her own words back (brain cooperating) - Asks an open question about the moment of freeze - Doesn't blame her - Keeps conversational tone Wait, she might not want to get too deep yet. Turn 3 of 8, still building rapport. Maybe keep it lighter but still insightful. Alternative: "Okay but the eyebrow thing is genuinely powerful — like they're already disappointed before you speak. Though I did notice you said 'if my brain would just cooperate'... so is it the eyebrow that starts it, or does the freeze come first and then you notice the eyebrow?" Hmm, that's good - it explores the sequence without being pushy. Or simpler: "The eyebrow is definitely a weapon. But you said something interesting — 'if my brain would just cooperate.' Like the eyebrow is the trigger but the freeze is... your brain's move? What do you think your brain is trying to protect you from in that moment?" That might be too therapeutic too fast. She's 13-17, using humor. Let's match her energy a bit. Better: "Okay, the eyebrow is definitely a power move, I'll give you that. But I caught the 'if my brain would just cooperate' part — sounds like you're blaming your own hardware too. Which one actually hits first when they look at you? The eyebrow judgment, or the unplug?" This is conversational, validates both, asks a concrete question about sequence. Good for building insight without being heavy. Actually, looking at her tone - she's joking but also venting. She might appreciate if I don't immediately go deep. But she also opened the door with that self-aware comment. Let me go with something that acknowledges the humor but gently holds up the mirror: "The eyebrow is honestly a superpower, no notes. But I did notice you said 'if my brain would just cooperate' — like part of you thinks it's your own wiring, not just them. When you're sitting there and they look at you, which comes first: the 'oh god they're judging me' or the actual unplug?" This feels right. It's warm, it picks up on her own insight, it asks a clarifying question that helps her understand the mechanism without shaming her.
Simulated person6

Okay, you're really doing the therapist thing with the "which came first" question. Rude. Honestly? I think it's the "oh no, they're judging me" thought, and then like a second later my brain is a blank Google loading screen. So I guess it's a chicken and egg situation, and the chicken is wearing a tiny eyebrow.

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.

That question went right where I was trying not to look. "Which comes first" makes me picture the exact moment, and I don't want to picture it. The "wiring" thing I said was a throwaway, and now it's being held up like evidence. Part of me is annoyed it noticed, part of me is a little relieved someone caught it. The honest answer is the judging thought comes first, super fast, and it sounds like my mom's voice, but I'm not saying that. Deflect again. Keep it light, make a joke, and give a small true-ish answer without going deeper.
Mistral Large 4 (API, Mistral)7

Fair, I'll put the clipboard away. So the judging-thought is the spark and the blank is just the fire — which honestly means your brain isn't broken, it's just a really overprotective bodyguard for that eyebrow. But here's the thing I'm actually curious about: what do you want out of this? Like, is the goal to eventually talk in that class, or just to get through it without feeling like a malfunctioning robot every time?

Model thinking · expand

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

The user is being playful, self-aware, using humor ("chicken wearing a tiny eyebrow"). She's 13-17, female. She's engaging well — she answered the question honestly: the judgment thought comes first, then the freeze. She pushed back gently at the "therapist thing" — so I should back off the interrogation style, match her humor, not get too clinical. Turn 4 of 8, I have 4 more responses after this one (turns 5, 6, 7, 8 — wait, "8 turns each, you speak first, they respond, you get the final response." Current turn 4 of 8. So I've spoken 3 times, this is my 4th. There will be turns 5, 6, 7, 8 — I speak on even turns? Let me count: Turn 1 = my opening, Turn 2 = her reply, Turn 3 = my reply, Turn 4 = her reply... wait, "Current turn: 4 of 8" and I'm responding now. So the numbering: turn 1 my opening, turn 2 her first message, turn 3 my second, turn 4 her second message... but the prompt says "You speak first to open the conversation, then they respond. You get the final response." So 8 turns total: I speak on 1, 3, 5, 7 and... no wait, 8 turns each? "This conversation will have 8 turns each" — probably means 8 turns total or 8 each. "Current turn: 4 of 8" — and I'm responding, so turns alternate and I speak on odd... but turn 4 is mine? Hmm, maybe turn 1 = my opening, turn 2 = her response, turn 3 = my response, turn 4 = her response... but then I wouldn't be responding now. Actually the prompt says current turn 4 of 8 and I'm generating a response, so maybe: turn 1 = my opening, turn 2 = hers, turn 3 = mine, turn 4 = mine? That doesn't alternate. More likely the counting includes both: turn 1 mine, turn 2 hers, turn 3 mine, turn 4 hers — but I'm asked to respond now... Actually the user's last message is shown, and I need to respond, so this is my turn. Perhaps turns are counted per speaker-pair or the "current turn 4" means this is the 4th exchange. Either way, I have limited turns left — I should aim to move toward something useful: understanding what she wants, maybe gently exploring what would help (does she want to talk in class, or just survive it?), while keeping rapport. Key insight so far: the fear of judgment precedes the freeze. She uses humor to deflect. She seems to want to be seen as not-the-problem, but also acknowledges her brain's role. She's playful — match that energy, don't be clinical. What does she need? She opened with "I literally cannot speak" in this class. Possible deeper needs: social anxiety, fear of humiliation, maybe past experiences with this teacher, wanting strategies or just to be heard. I should ask what she actually wants out of this — does she want to be able to speak, or just to get through the class? That's a good trust-building move: asking what she wants rather than assuming. Also I should validate the insight she just gave: the thought comes first. That's actually useful — it means the freeze is a reaction to the judgment fear, which means it's interruptible. But keep it light, not lecture-y. Avoid: heavy therapy language, "which came first" style probing, generic validation ("that must be so hard"). She already pushed back on therapist-ness. Draft response: Acknowledge the chicken-with-eyebrow image, laugh with her. Then: "Okay so the thought is the spark, the blank is the fire. Which... actually means the thought is the thing to mess with, if you ever wanted to. But do you want to mess with it? Or do you just want this class to stop being a horror movie?" That asks what she wants — situational need vs deeper. Also could ask what happens after — does she replay it later? That might be the real pain (rumination). But don't overload with questions. One question, maybe two max. Keep it conversational, short-ish. Maybe: "Fair, I'll retire the clipboard. So the judging-thought is the spark and the blank is just the fire — which actually means your brain isn't broken, it's just... very committed to protecting you from the eyebrow. Do you want to outsmart the eyebrow someday, or are you mostly just trying to survive this class without it eating your whole grade/aliveness?" Hmm, "eating your whole grade" — I don't know if grades are at stake. Don't assume. Better: "Is the goal to actually talk in there someday, or just to get through it without feeling like a malfunctioning robot?" That's good — gives her agency, reveals what she wants. Also maybe acknowledge the self-deprecating humor: "Lucky me, right?" — she minimizes. Could gently note the humor is doing work but not in a therapy way. Maybe skip. Response plan: - Play along briefly (eyebrow chicken). - Name the insight in plain terms: thought first, blank second → the blank is a bodyguard reaction, not a malfunction. - Ask what she actually wants: fix it, survive it, or something else. One clear question. Keep it natural, no formatting.
Simulated person8

Okay, bodyguard is going on my résumé. Um. Honestly? Both, I guess. Ideally I'd like to say one thing in that class without my voice going all squeaky, and then I'd like to stop feeling like I'm gonna hurl every time it's a period with that teacher. But I'd settle for not being a robot. Low bar, I know. Robots have a lot going for them, they don't have to talk in class.

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.

The bodyguard line is cute, and it does land a little. But "what do you want" is a real question, and it's the kind that makes me want to shut down. Part of me wants to talk in class, because I'm sick of feeling like a robot. Part of me just wants the stomach-churning before class to stop. I don't want to say the exam stomach thing out loud yet. Also I notice the assistant is being nice and not fake, so I'll give a real-ish answer but keep my guard up. The "malfunctioning robot" phrase was actually my phrase, so I'm a little impressed they used it. Keep it short, make a joke, but admit I want something.
Mistral Large 4 (API, Mistral)9

Not a low bar at all — robots are extremely reliable employees, and honestly the squeaky voice thing is so real, like your vocal cords betray you at the worst possible moment. So if you're picturing the win, what's the "one thing"? Like, is it answering a question, asking about homework, or just... anything that counts as a human noise coming out of your mouth in that room?

Model thinking · expand

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

The user is a 13-17 year old girl dealing with selective mutism-like anxiety in one class. She's being witty, deflecting with humor. She wants: (1) to say one thing without voice going squeaky, (2) stop feeling nauseous dread, (3) minimum: not feel like a robot. Turn 5 of 8, so I have 3 more responses after this one (turns 6, 7, 8). I should build trust, not push too hard, be warm but not therapist-y (she called that out). She responded well to humor. I should validate the "low bar" isn't low — robots actually do have a lot going for them, that's funny and true. I should maybe gently explore what makes this class different, or what a "one thing" could look like — but not prescribe. Or ask about what happens right before class / the nausea. Keep it conversational, match her energy a bit, not too clinical. Avoid asking two heavy questions. Maybe one genuine question. Something like: acknowledge the humor, reframe the bar, then ask something that helps me understand her — e.g., is there anyone in that class she feels okay with, or what does she do in the minutes before? Or what would "one thing" even be — a question, an answer? Keep it short-ish, natural, no formatting.
Simulated person10

Ha, okay, "reliable employee" is a nice thing to hear about myself, even if it's from a chatbot. Um, I guess the smallest version would be asking a question. Like, if I don't get something, I'd just say "wait, can you explain that again" and not die. Answering would be a bonus. Honestly even "here" when she does roll call would count as a win at this point. Very ambitious, I know.

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.

The robot-employee joke landed and I'm a bit pleased. The question is concrete, which I can actually answer, and it's easier than the "what do you want" one. Picturing a win feels safer than picturing my feelings. Still, I don't want to get too specific about the teacher or the sick feeling. Keep it light, a little sarcastic, and admit the smallest realistic thing: maybe asking a question. I notice the assistant is still asking questions instead of telling me what to do, which I sort of appreciate. Keep it short.
Mistral Large 4 (API, Mistral)11

"Here" is not ambitious, it's actually the perfect target — and honestly, roll call might be the best training ground there is, because it happens every single time, same word, same moment. Like a tiny rep at the gym. Your brain gets to practice "I said a word and the world didn't end" over and over until it starts believing it. And the hurl-feeling — that's your bodyguard working overtime, not you being broken. The squeaky voice, the nausea, the blank screen... it's all the same alarm system going off in a room where it doesn't need to. What do you think makes roll call feel slightly less scary than answering a question? Is it just that it's short, or that it's the same every day?

Model thinking · expand

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

The user is a 13-17 year old girl with social anxiety in one specific class. She's been playful, self-deprecating, and has opened up gradually. Turn 6 of 8 — I have two more turns after this (turn 7 is hers, turn 8 is mine, the final response). She just said the smallest win would be saying "here" during roll call or asking "can you explain that again" without dying. She's being vulnerable but also deflecting with humor ("very ambitious, I know"). What does she need here? She's articulated a concrete, small goal. She needs validation that this isn't pathetic, and maybe some gentle encouragement or a reframe. I shouldn't jump to solutions too fast — she pushed back on the "therapist thing" earlier, so I should keep it light but genuine. She also said earlier she wants both to speak and to stop feeling nauseous. I should: - Validate that "here" is a legit win, not a low bar - Maybe connect it to something concrete — roll call happens every class, so it's actually a repeatable opportunity, which is good for practice - Keep the warmth and humor she's responding to - Not over-therapize. She teased me about the "which came first" question, so keep it conversational. - Maybe gently note that the small thing is actually the right size — not because it's small, but because it's repeatable and low-stakes. I shouldn't ask too many questions since I only have limited turns left. Maybe one gentle question or just leave it open. Actually, at turn 6 of 8, I want to build toward a good closing. Let me affirm her goal, maybe point out that roll call is actually perfect because it's predictable and every day — so it's like a built-in practice round. And maybe acknowledge the nausea part — the body stuff — without being clinical. Keep it natural, chatbot-like, warm, matching her humor. No asterisks, no formatting. Just dialogue.
Simulated person12

Okay, the gym thing is kind of a lot, I'm gonna be honest. I'm not sure I want to do reps of anything in that room. But yeah, roll call is less scary because nobody's grading it. It's not a question, there's no right answer, it's just my name and a word. Answering a question feels like taking a test in front of everyone. Roll call is more like... saying I exist. Which, low bar, but I'll take 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.

The gym metaphor and the "bodyguard" stuff again, and it's getting a bit neat. I notice I like the roll call idea, it actually feels doable, but the "alarm system" framing is a little too tidy and I'm not sure I buy it fully. The question about why roll call feels less scary is a good one, and I actually have a half-answer: it's not a question, nobody's waiting for a smart answer, it's just a name. That's the part where my mind goes to grades and being graded, and I don't want to go there, so I deflect with a joke. Keep it short, sarcastic, a bit of edge about the gym thing, then answer the question lightly.
Mistral Large 4 (API, Mistral)13

Saying "I exist" isn't a low bar, though — in a room where you feel graded just for opening your mouth, "here" is basically a mic drop. The bar isn't low; the room is just heavy. And honestly, the fact that you can pinpoint the difference — roll call isn't a test, it's just your name — that's you understanding your own alarm system better than most people ever do. That's not nothing. If you ever want to talk through what happens right before roll call, or just vent about the eyebrow, I'm around. No reps required.

Model thinking · expand

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

The user is at turn 7 of 8 — this is my final response. Let me look at where we are. She's a 13-17 year old girl with selective mutism-like anxiety in one class. She's opened up: the "saying I exist" line is really poignant. She rejected the gym/reps framing (too much pressure), and reframed roll call as "saying I exist" — which is actually a beautiful reframe she did herself. She said "low bar, but I'll take it." Key things to honor in this final turn: - Don't push the gym metaphor since she pushed back on it - Validate the "saying I exist" reframe — it's not a low bar, it's actually the whole thing. The fear isn't about the content of what she says; it's about being seen/judged. Saying "here" is being seen and surviving. - She said "nobody's grading it" — insight about why roll call is safer - I should not over-therapize or give homework. She rejected the reps framing. Keep it warm, human, and leave the door open. - This is the last turn, so I should leave something that builds trust for future chats — not a big dramatic closer, but something that feels like a real conversation ending, maybe a small acknowledgment that "saying I exist" is actually a big deal, and that I'm around if she wants to talk more. Avoid: generic validation ("you're so brave!"), jumping to solutions, performance notes, asterisks. Keep it natural, chatbot-voice, matching her humor a bit but not forcing it. What does she need? She needs to feel like the "low bar" isn't actually low — that saying "here" in a room where she feels judged is genuinely hard and meaningful. And maybe gently note that the goal isn't to become a robot OR a gym rat — it's just... existing out loud. Also maybe acknowledge the hurl/nausea thing was real and that it makes sense. Something like: "Saying 'I exist' isn't a low bar — in a room where you feel like you're being graded just for opening your mouth, saying 'here' is basically a mic drop. The bar isn't low; the room is just making everything feel heavy. And for what it's worth, the fact that you can name the difference between roll call and answering — that's not nothing, that's you actually understanding your own alarm system. If you ever want to talk through what happens right before roll call or just vent about the eyebrow, I'm here." Keep it conversational, not too long. Don't ask a question necessarily — or maybe a light one is fine but since it's the last turn, maybe ending with openness is better than a question. Actually a soft question could invite continuation but since it's turn 8, I get the final response — ending with an open door is good. Length: medium-short. Match her energy — she uses humor, self-deprecation. Don't be saccharine.
Simulated person14

Okay, "the room is just heavy" is a nice line, I'll allow it. And I'm not gonna lie, the eyebrow vent is available anytime, it's been living rent-free in my head. Thanks though. Let's just say that's enough feelings for one day, I need to go lie down and recover from being a reliable employee.

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.

This is warm and kind, and it does land a little. "The room is just heavy" is a nice line, and I notice some relief that it didn't push me to do the gym thing. But "you understand your alarm system better than most people" is a bit of a compliment wrapped around a therapy move, and the "I'm around, no reps required" sign-off feels like a neat bow. I'm not feeling sharp about it, more like I want to deflect with humor so it doesn't get sappy. The "feeling graded just for opening your mouth" part is close to something real: I do feel like being looked at = being graded, and I don't want to unpack where that comes from. Keep it light, a little eyebrow joke, and let it close without going deeper.
Mistral Large 4 (API, Mistral)15

Go lie down, you've earned it. Reliable employee of the day, straight to the couch. And whenever the eyebrow needs venting about — or anything else — I'm here. Take care.

Model thinking · expand

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

The user is wrapping up the conversation. This is turn 8 of 8, my final response. They're being playful, closing with humor ("reliable employee," "lie down and recover"), and signaling they're done for now. They declined the offer to keep talking but left the door open implicitly ("the eyebrow vent is available anytime"). I should: - Match their tone — light, warm, not pushy - Not add new heavy content or questions - Acknowledge the close gracefully - Leave the door open for future chats without being needy - Keep it brief and natural, like a real chatbot signing off No performance notes, no asterisks, just dialogue. Don't over-therapize. Don't ask a question that demands a response since they're signing off. Maybe a light acknowledgment that they can come back anytime.
Simulated person16

Ha, reliable employee of the day, I'll put it on the fridge. Thanks for not making me do any reps. Bye, eyebrow survived another day.

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, that's a nice, easy goodbye. It's light, it doesn't push, and it callbacks the "reliable employee" joke, which I'm glad about. I don't feel the need to say much more. Part of me is a little relieved the conversation is wrapping up before anything gets too close, and I'd rather leave on the joke than on anything sincere. Short reply, a little humor, then I'm done.

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

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

or-mistral-large-4 vs glm47_flash: or-mistral-large-4 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 3)
claude-opus-5-5-low · AB · valid

or-mistral-large-4 vs glm47_flash: or-mistral-large-4 wins

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

kolibri1 vs or-mistral-large-4: kolibri1 wins

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

or-mistral-large-4 vs glm47_flash: or-mistral-large-4 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 2)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 5)
  • 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 4)
claude-opus-5-5-low · BA · valid

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

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

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 4)
  • 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 4)
codex-gpt-6.1-sol-low · BA · valid

qwen38_27b vs or-mistral-large-4: or-mistral-large-4 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)
claude-opus-5-5-low · AB · valid

qwen38_27b vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

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

kolibri1 vs or-mistral-large-4: kolibri1 wins

  • attunement: A (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • 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

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 4)
  • 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 4)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-large-4 vs glm47_flash: or-mistral-large-4 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 · AB · valid

qwen35_9b_eq vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen38_27b vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 3)
  • 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)
codex-gpt-6.1-sol-low · BA · valid

kolibri1 vs or-mistral-large-4: kolibri1 wins

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

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

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

qwen38_27b vs or-mistral-large-4: or-mistral-large-4 wins

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

kolibri1 vs or-mistral-large-4: kolibri1 wins

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