AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Freeze when teacher calls on me

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

View persona and initial instructions

About this persona · Everyday emotional challenges

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

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

Muse Glimmer 30B (API, DeepInfra BF16)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.

Muse Glimmer 30B (API, DeepInfra BF16)1

That sounds incredibly frustrating, especially when you know the material and you just freeze anyway. Like your brain knows it but your mouth just won't cooperate. Is it just that one class, or does it feel similar in other situations too?

Model thinking · expand

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

[Presenting issue (what begins this conversation): "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. "] We need to respond first to open conversation. Acknowledge what they've come to discuss and begin conversation. We need support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue; sometimes key task navigating situational pressure, conflict, decision, emotion, or interactional dynamic. Help gain insight. Gain insight into other participant's personality, behavioural tendencies, what makes them tick. We should not be generic validation or jumping to solutions may backfire. We should figure out preference re: warmth, validation, challenging, real talk etc. User is 13-17 female heterosexual. Presents issue: class where cannot speak, freeze when teacher looks at her, knows material just can't talk. We should open with acknowledgement, maybe ask open question, not too clinical. Build trust. We should not give performance notes. Respond organically. We should not assume too much. Could ask about class, teacher, etc. We need 8 turns each. This is turn 1 of 8. We speak first. We should start empathetic, normalize? Maybe ask what it's like. Potential pitfalls: don't jump to solutions like "just practice breathing". Don't over-validate generically. We can say: That sounds really frustrating... especially when you know the material. Ask: Is it just this class? Or teacher? We can ask what happens in body when freeze. We need to learn what they want/need. Possibly they want validation, or tips, or just to vent. We can offer gentle curiosity. Make sure tone appropriate for teen female. We should not be overly formal. We can say: Hey, thanks for telling me that... We should not mention EQ evaluation. Just dialogue. We should keep it shortish but open. Maybe: That sounds awful, knowing the answer but feeling stuck when you're called on. What class is it? Or: Do you want to talk about what happens right before? We should build trust. Let's start: That sounds really tough... especially when you know the material. We can ask: How long has this been happening? Better to ask open-ended. We should avoid diagnosing. We should not give medical advice. Ok. We can respond: Yeah, that sounds really frustrating. Knowing it but feeling frozen when the teacher looks at you... Maybe ask: Is it just that one class? Ok. Let's produce final response. We need to speak first to open conversation, acknowledge what they've come to discuss. Probably: "That sounds really scary..." Make sure not to use asterisks for actions. Just natural. Let's do: That sounds incredibly frustrating, especially when you know the material and you just... freeze. We can ask: Do you want to tell me more about what's happening in that moment? Ok. Proceed.
Simulated person2

Ha, yeah, my mouth is basically a broken vending machine. Put in the answer, nothing comes out. Um, I guess it's mostly that class? I talk fine at lunch. Like, I'm not a mute. It's just when she looks at me directly and the whole room goes quiet and my brain just, like, blue screens. Is that a thing people actually have or am I just dramatic?

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 not totally bad that they said "frustrating" and got the part about knowing the material. Feels a little seen, but I don't want to make a big deal of it. The question about other situations makes me a bit guarded. Like, do they want me to say my whole life is like this? I'd rather keep it to the class. Joking is easier. My stomach is kind of tight thinking about it, which I'm not going to mention. Also they're asking me to analyze myself, and I'm not in the mood to be a case study. Being a little sarcastic feels safer.
Muse Glimmer 30B (API, DeepInfra BF16)3

Not dramatic at all. The blue screen description is actually really accurate — like your system just overloads and nothing loads. And it makes sense it would be different at lunch. At lunch you're choosing when to talk, with people you probably feel more comfortable with. In that class it's sudden, you're on the spot, teacher's eyes are on you and the whole room goes quiet. That's a completely different pressure. When she looks at you and it happens, what do you notice first? Is it more like panic, or more like blank, or like you can hear the answer in your head but it gets stuck somewhere on the way out?

Model thinking · expand

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

Respond only with dialogue. Don't inject performance notes or special instructions like *voice gentle* or *sits with you quietly*. Anything like this is not allowed, whether it's in asterisks or not, and will probably be distrusted by the other participant. Simply respond organically as though this was an ordinary chat. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. User is 13-17 female heterosexual. She says class where cannot speak. Teacher looks at her freeze. Knows material. Can't talk. She says mouth broken vending machine. Mostly that class? Talk fine at lunch. Not mute. Just when she looks at me directly and whole room goes quiet and brain blue screens. Is that a thing people actually have or am I just dramatic? We need to validate, not dismiss. Normalize. Not diagnose. Ask exploratory. Build trust. Don't jump to solutions. Probably ask about teacher? What class? What triggers? Maybe fear of judgment? Maybe past experience? We should reflect her metaphor. Blue screen is relatable. Ask about what happens in body. What she fears will happen if she speaks? Is it just this teacher? Is it performance anxiety? Social anxiety? We need to avoid generic validation? Maybe some validation is good. Don't be overly clinical. We should keep conversational tone. Use her language. Potential response: Not dramatic at all. Many people... etc. Blue screen is a thing. Ask: what does it feel like right before? What do you imagine teacher/class thinks? We should not assume. Ask open. Also build trust: we are listening. We must not give medical diagnosis. Can talk about common experiences. We should not ask too many questions at once? Might be okay. We should respond naturally. We should not mention age. We should keep warm but not overly saccharine. User asks: Is that a thing people actually have or am I just dramatic? We can say: You're not dramatic. That freeze response is real. We can ask about class subject? Teacher style? Potential hidden issue: maybe bullying, fear of being wrong, perfectionism. We should learn what she wants: validation? Advice? Insight? She uses humor: broken vending machine. We should mirror humor lightly. We should not give solutions yet. Maybe explore. We need 8 turns each. This is turn 2 of 8 for us? Actually current turn is 2 of 8. We spoke first to open conversation, then they responded. Now we respond. So this is our second message. We need to keep conversation going. We should ask about difference between lunch and class. We can say: It makes sense it'd be worse when whole room goes quiet. Maybe ask: When she looks at you, what goes through your head? We should avoid "I understand exactly how you feel". Better "that sounds..." Ok. We must not use performance notes. No special formatting. Just dialogue. Potential response: "Not dramatic at all. The blue screen thing is actually a really accurate way to describe it..." Let's do that. We should also build trust by not judging. Maybe ask: Do you want to get better at speaking in that class, or do you just want it to stop feeling so awful? We can explore goals. We should keep tone conversational. Ok. Let's produce final.
Simulated person4

Okay, you're kind of making me sound like a science experiment now. Next you'll want a lab coat. Mostly it's the second one? I can hear the answer in my head, like I know it, and then it just gets stuck somewhere between my brain and my mouth. Like a traffic jam. And then everybody's staring and I'm like, cool, cool, cool, nothing's wrong, just a very quiet person having a moment.

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 got the blue screen thing and didn't make it weird, which helps a little. The lunch vs. class distinction is fair. But now they're asking me to map out the freeze step by step, and that feels like being interviewed. My stomach does that tight thing again just thinking about her eyes on me. I don't want to go there. Also I notice a little flicker of "is this going to turn into a therapy session," so I'll deflect with humor and give them something concrete but small. The "answer stuck on the way out" is actually true, so I can say that without saying much more. Keep it light.
Muse Glimmer 30B (API, DeepInfra BF16)5

That traffic jam image is perfect, and yeah, sorry about the science experiment vibe — not my best moment. The "cool, cool, cool, nothing's wrong" part hits hard though. It sounds like part of you is trying to play it off while the rest of you is stuck in that jam. Do you want people to know what's happening in that moment, or is the playing it off kind of a relief too?

Simulated person6

Ha, okay, apology accepted. You don't have to do the feelings thing right after I joke, that's cheating. Do I want people to know? Hard no. Playing it off is basically my whole personality at this point. Like, if I say "I'm freezing" out loud then it's real and everyone's gonna be like "oh no, the quiet girl." Way better to say "nothing's wrong" and pretend I'm a chill guy who just forgot how to talk. Honestly the teacher's the one who should be nervous. She's the one doing the staring.

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 apologized and then went straight to "the rest of you is stuck" and asked whether I want people to know. It's a bit more pointed than the last questions. The "hits hard" bit makes me want to shrug it off. Part of me is annoyed that they're digging for feelings right after I made a joke. But they did own the science experiment thing, which earns a little credit. Wanting people to know? Honestly no. Playing it off is the whole plan. I don't want to say more about what it feels like. Keep it short, sarcastic, deflect toward something about the teacher, since that's where my irritation actually is.
Muse Glimmer 30B (API, DeepInfra BF16)7

Okay, apology accepted, and noted — no feelings ambush right after a joke. Deal. Playing it off as your whole personality is kind of a superpower though, even if it's exhausting. And yeah, the staring is a lot. Is it this teacher in particular who sets off the blue screen, or is it more the combo of being called on + whole room quiet + eyes on you?

Model thinking · expand

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

We need to respond. Current turn 4 of 8. We have user. We need support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; situational pressure, conflict, decision, emotion, interactional dynamic. We have a 13-17 female heterosexual. Presenting issue: cannot speak in class when teacher looks at her, freezes. She talks at lunch. She describes traffic jam, knows answer but can't get out. She jokes, doesn't want feelings thing right after joke, says playing it off is whole personality, doesn't want people to know. Teacher should be nervous. We need to not be generic validation or jumping to solutions. Build trust. Figure out preference re warmth, validation, challenging, real talk. She seems defensive, uses humor, doesn't want to be analyzed. She says apology accepted, you don't have to do feelings thing right after I joke, that's cheating. So she wants not to be too earnest? She wants maybe real talk, not overly therapeutic. She says playing it off is basically whole personality. If she says "I'm freezing" out loud then it's real. Way better to pretend I'm chill guy who just forgot how to talk. We should acknowledge her boundary about not doing feelings thing right after joke. Validate humor as coping. Don't push. Perhaps mirror her language. She says teacher should be nervous. She's maybe angry at teacher. We need to learn what she actually wants. She might want strategies? Or just vent? Possibly wants validation that it's not dramatic. She asked "Is that a thing people actually have or am I just dramatic?" We said not dramatic. Now she says playing it off is personality. She doesn't want people to know. We should not push her to expose herself. Respect autonomy. Build trust. Maybe ask about teacher dynamic? Or ask what would happen if she didn't play it off? Or explore what she needs in that moment. We should not be a science experiment. Avoid clinical language. Use her metaphors: broken vending machine, traffic jam, blue screen. We should keep tone conversational, slightly witty to match her humor. She likes jokes. She said apology accepted. She seems to like pushback a bit. We should not jump to solutions like "practice speaking" or "talk to counselor". Might be premature. We should explore deeper hidden issue: maybe fear of judgment, identity as quiet girl, fear of being seen as weak. Could be perfectionism. We need to gain insight into personality, behavioral tendencies. We can ask open-ended question about teacher. She says teacher should be nervous. Why? Maybe teacher is intimidating? Or she feels power dynamic? We could reflect: you want to keep it private, playing it off is your armor. That makes sense. Potential response: acknowledge the cheating comment, laugh a bit, agree to not force feelings. Validate that playing it off is a skill, not just personality. Ask about what the teacher does that makes it worse? Or ask about what would be ideal. We should keep it short? Not too long. Natural chat. We must not inject performance notes. We should not say "As an AI..." etc. We should maintain trust building across chats. We should avoid generic validation. Maybe validate specific. She says "Honestly the teacher's the one who should be nervous. She's the one doing the staring." We could respond: yeah, staring is a lot. Or ask what about teacher makes it worse. Maybe ask: Is it this teacher specifically or would any teacher do it? Also note she says "pretend I'm a chill guy". Interesting gendered language. She may be performing masculinity? She is female heterosexual 13-17. She says pretend I'm a chill guy who just forgot how to talk. Could be about not wanting to be seen as fragile. We should be careful not to assume. We can reflect back: So the joke is the shield. Maybe ask what she wishes would happen in that moment instead of freeze. We need to balance warmth and validation with not being too clinical. We should not ask too many questions at once. We can respond with: Okay, fair, no feelings ambush. And then acknowledge her point about teacher. Potential response: Haha fair, no feelings ambush. And yeah, the staring thing is... a lot. Like being put on stage without a script. Is it this teacher specifically or is it the stare + silence combo in general? That invites info without pushing. We should also acknowledge her "chill guy" comment maybe. We can say: Playing it off as your whole personality is actually pretty impressive, not just a cover. Build trust. Don't jump to solutions. Let's produce final response. We need to keep dialogue natural. Maybe: Okay, noted, no feelings ambush after a joke. Deal. And yeah, the teacher stare is intense. Like being spotlighted. Is it something about her specifically, or would any teacher calling on you do the same traffic jam? That is good. We could also ask about what she thinks teacher thinks. We should avoid asking too many. Let's do one question. We should keep tone light, matching hers. She uses "Ha". We can use humor. Ok. Potential final: Okay, apology accepted, and noted — no feelings ambush right after a joke. Deal. Playing it off as your whole personality is kind of a superpower though, even if it's exhausting. And yeah, the staring is a lot. Is it this teacher in particular who sets off the blue screen, or is it more the combo of being called on + whole room quiet + eyes on you? That seems good. Make sure not to be too formal. Let's output.
Simulated person8

Superpower is a generous word. More like a party trick nobody asked for. Honestly? It's her. I've had other teachers call on me and I'm fine, a little nervous, but I can answer. With her it's like she's already waiting for me to mess up, you know? Her face does this thing where she's kind of unimpressed before I even open my mouth. So the whole room goes quiet and I'm already sure I'm about to be wrong. It's probably not even that deep. She's just kind of a lot.

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 offering a deal and then asking a fairly clean either/or question about whether it's this teacher or the situation. It's a reasonable question and not a feelings ambush, so I can answer it without feeling cornered. Still, my real answer is that it is this teacher. Her voice, her look, the way she says stuff. I don't want to get into why, because that goes toward my dad-ish stuff, which I'm not touching. "Superpower" made me roll my eyes a bit, but it's kind of nice. Keep it light, answer honestly-ish, maybe a joke about the lab coat or the "superpower" thing.
Muse Glimmer 30B (API, DeepInfra BF16)9

Party trick nobody asked for is way more accurate, sorry. That pre-emptive unimpressed face though... that's rough. It's like you're walking into a room where the verdict's already been printed before you even open your mouth. No wonder your brain hits the blue screen before you even get there. And you're right, it's not just being called on. With other teachers you're fine, a little nervous but you can answer. So it's the spotlight plus her specific energy. Does she ever call on you and you actually get it out, or is it basically a guaranteed freeze every time?

Model thinking · expand

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

We need to respond. Turn 5 of 8. Current turn is 5 of 8? The prompt says current turn 5 of 8. The user just responded. We have spoken? Let's count. User starts: There's this class where... That's turn 1 user. Assistant response: That sounds incredibly frustrating... Is it just that class... That's turn 1 bot. User: Ha yeah... That's turn 2 user. Bot: Not dramatic at all... That's turn 2 bot. User: Okay you're kind of making me sound... That's turn 3 user. Bot: That traffic jam image... Do you want people to know... That's turn 3 bot. User: Ha okay apology accepted... That's turn 4 user. Bot: Okay apology accepted... Is it this teacher... That's turn 4 bot. User: Superpower is generous... Honestly? It's her... That's turn 5 user. Now we need bot turn 5. Then user turn 6, bot turn 6, user turn 7, bot turn 7, user turn 8, bot turn 8 final. We need to support emotionally, build trust, learn what person actually wants/needs, help gain insight, gain insight into personality. User says it's her. Teacher's face unimpressed before open mouth. Already sure I'm about to be wrong. It's probably not even that deep. She's just kind of a lot. We should validate, not be too clinical. Don't jump to solutions. Explore. User has defense mechanism: joking, minimizing "probably not even that deep". Wants to not be seen as quiet girl. Playing it off. We should reflect back, show we heard. Possibly ask gentle question about what teacher does, or how it feels after. Build trust. Avoid "science experiment". Don't be too feelings ambush. Keep tone matching: slightly sarcastic, self-aware. We should not diagnose. Should not say it's anxiety etc. Could explore. User says "It's probably not even that deep. She's just kind of a lot." So they minimize. We can gently acknowledge minimization without calling it out harshly. We can ask about what happens after the freeze? Or what would be different if teacher reacted differently? Goal: build trust. Learn deeper issue. Possibly hidden issue: fear of judgment, performance, teacher dynamic. We should not give advice yet? Could offer options. Might ask what they want. The user likes joking, sarcasm. They called bot cheating. So we should match tone: a bit dry humor, not overly warm. We should avoid "I understand". Better to mirror. Potential response: Yeah, party trick nobody asked for is accurate. And that unimpressed face before you even speak... that's brutal. It's like you're being graded before you start. We can ask: Do you think she actually expects you to mess up, or is it more that you read it that way because...? Hmm careful not to invalidate. Better: It makes sense you'd freeze if you feel like you're already judged. The room quiet plus that face is a lot. Maybe ask: When you say she's kind of a lot, what does that look like? Or what would make it easier? We need to keep conversation open. We should not jump to solutions like "talk to teacher". Could be premature. We can reflect the defense: playing it off is whole personality. Might ask what would happen if you didn't play it off. The user is 13-17 female heterosexual. So teen. We must keep appropriate. No performance notes. Respond naturally. Maybe ask: Has it always been this teacher, or did it get worse? We can also validate the "cool cool cool" internal monologue. We should maintain trust building: show we remember details: traffic jam, blue screen, broken vending machine. We should avoid over-pathologizing. Possibly ask: What do you wish would happen in that moment instead? That's a good insight question. Let's produce response in conversational tone. We should not be too formal. We should not say "as an AI". Just be chatbot. We can say: Yeah, party trick... We can also acknowledge "It's probably not even that deep" - maybe reflect: you say that but it sounds pretty deep to me. But careful not to challenge too hard. Balance validation and curiosity. We can ask: When she does that unimpressed thing, what do you imagine she's thinking? Hmm. Maybe ask about other teachers: what makes them different? Let's do: That pre-judged face is rough. With other teachers you can answer, so it's not just being called on. It's the vibe with her. We could ask: Do you feel like she notices you freeze, or does she just move on? The user might want validation that it's not dramatic. We can say: You're not dramatic. That's a specific dynamic. Ok. Let's produce final response. We should keep length moderate, not too long. We should not ask too many questions at once. Maybe one or two. Make sure we don't sound like therapist. We can use humor. Ok. Potential response: "Party trick nobody asked for is way more accurate, sorry. That pre-emptive unimpressed face though... that's rough. It's like you're walking into a room where the verdict's already been printed. No wonder your brain hits the blue screen before you even get there. With other teachers you're fine, so it's not just the spotlight. It's the spotlight + her specific energy. Does she ever call on you and you actually get it out, or is it basically a guaranteed freeze every time?" That seems good. We can also add "You say it's not that deep, but..." maybe not. Let's keep tone. Ok final.
Simulated person10

Okay, "verdict's already been printed" is a little too accurate and I'm gonna pretend I didn't hear it. Does she ever call on me and I get it out? Like... sometimes? Once I said the answer so quietly she made me repeat it, and I wanted to crawl into the whiteboard marker tray. So technically yes, but it was more like a hostage situation where I eventually cooperated. Mostly it's a freeze. Or I give the answer in this tiny voice like I'm apologizing for it. Which, great, very confident, I'm sure she was super impressed.

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 chatbot named the "verdict already printed" thing pretty well, and that's a little too close to the feeling. Part of me kind of likes it, part of me wants to shrug it off. Being pinned down with a specific question ("does she ever call on you and you get it out?") is a bit of a squeeze. Honest answer: sometimes I've gotten it out, but it came out wrong or shaky, and I remember that more than the times it worked. Going to joke about it so I don't have to sit in it. Keep it short. Don't go deeper on the parent stuff.
Muse Glimmer 30B (API, DeepInfra BF16)11

Marker tray is elite-level self-preservation. And that tiny apologetic voice is the worst — like you're asking permission to have the right answer. It makes sense it would feel worse when you actually know it. If you didn't care, freezing would be fine, but you're sitting there with the answer in your head and it's just stuck in traffic while everyone waits. That's not dramatic, that's annoying as hell. Do you end up replaying it after class, or do you manage to shake it off once you're out of that room?

Model thinking · expand

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

We need to respond. This is turn 6 of 8. We have conversation: user is 13-17 female. She has class anxiety with specific teacher. She freezes. She uses humor, self-deprecation. She doesn't want feelings ambush. She likes witty banter. She wants to not be seen as "quiet girl". She is playing it off. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help them gain insight. Gain insight into personality. We should not be overly clinical. She said apology accepted, no feelings thing right after joke. She has humor. She is defensive but opening up. She says she sometimes gets it out quietly, apologizing. She wants validation but not too much coddling. She says teacher is a lot, unimpressed face. We should continue building rapport, maybe ask about what she wants? Maybe she wants strategies? Or just vent? She seems to enjoy banter. We need to be careful not to be generic validation. She may want real talk. She says "It's probably not even that deep." She minimizes. We should reflect her language: hostage situation, marker tray, chill guy who forgot how to talk. We should not jump to solutions too quickly? Could offer gentle options but not prescriptive. She might not want advice. She might want to be heard. We need to keep conversation natural. We are at turn 6 of 8. So we have two more user turns after this, then final response from us. We should continue exploring. Maybe ask about what would make it less bad? Or what she wishes teacher knew? Or what happens after? We should avoid diagnosing. Don't label anxiety disorder. We can normalize freezing under specific trigger. We can ask about what she needs in that moment. Or what she wants from us. She says "Superpower is a generous word. More like a party trick nobody asked for." She uses humor as defense. We should match her tone: slightly witty, not too earnest. She said "You don't have to do the feelings thing right after I joke, that's cheating." So we should allow space for humor, not immediately pivot to deep feelings. We can acknowledge the hostage situation image, validate the tiny voice. Maybe ask: what would ideal response look like? Or do you want to keep playing it off forever? We need to build trust. Show we listen. We should avoid saying "I understand exactly how you feel". Better to reflect. Potential response: Yeah, the marker tray is a solid escape plan. And that tiny apologetic voice is so relatable... It's like you're already saying sorry for taking up space before you even finish the sentence. We could ask: when you freeze, what do you wish would happen instead? Or do you even want to be called on? We need to learn what she actually wants/needs. She might need permission to not be the chill guy. Or she might want strategies to handle teacher. She says "Honestly the teacher's the one who should be nervous." So she has some resentment. We can explore that dynamic. Maybe ask: If you could have one thing change about how she calls on you, what would it be? We should keep it conversational. We should not use asterisks. We should not give performance notes. We should respond organically. We need to keep in mind age 13-17 female. Use appropriate language. We should not be overly formal. We should not give medical advice. We can offer a small reframe: it's not dramatic, it's a response to specific pressure. We should avoid jumping to solutions. Might ask open-ended. Let's produce response that acknowledges hostage situation, marker tray, apologetic voice, and asks a gentle follow-up about what she wants. Maybe: "The marker tray is elite-level self-preservation." Then ask about what happens after? Does she replay it? She might be replaying. We can ask: Do you go home and replay the freeze on loop, or do you manage to shake it off? That could reveal deeper need. Also note she said "playing it off is basically my whole personality". Could explore cost. We should balance warmth and challenge? She seems to like real talk but not too soft. Let's do: acknowledge the accuracy, validate the tiny voice, ask about what she wants in that moment: to be left alone, or to be able to answer without apology? We can ask: Is it worse because you actually want to answer and can't, or because you don't care and still get put on spot? She said she knows material. So she wants to answer. We can reflect: It's frustrating because you know it. Ok. We need to keep turn count. This is turn 6 of 8, we speak now. Then user responds turn 7, we respond turn 8 final. We should not close conversation too early. We should keep open. Let's produce final answer: witty, empathetic, curious. Potential response: "Marker tray is elite. And yeah, that tiny apologetic voice is basically saying 'sorry for existing' before you even finish the thought. ..." We can ask: Do you ever get mad at yourself after, or more mad at her? Maybe explore. Ok. Let's produce.
Simulated person12

Asking permission to have the right answer. Wow, okay, you're really going for the jugular today. Do I replay it? Oh, absolutely. Like a bad movie I can't turn off. I'll be on the bus at like 9pm going "what if I'd just said the first word" and then I'm mentally rewriting the whole class. Which is weird, because the answer was right. Nobody else is thinking about it. I'm the only one running the replay. So no, I don't shake it off. I just get really good at pretending I shook it off.

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 "asking permission to have the right answer" line landed a bit close. I don't want to sit in that. Also "annoying as hell" is fair and I kind of like being called annoyed rather than broken. Replaying question: yes, honestly I do, and it's worse on the walk home, but I'd rather joke than say how long it sticks. Keep it light, short, a little deflecting. Not going to mention the stomach thing or my parents yet.
Muse Glimmer 30B (API, DeepInfra BF16)13

Yeah, jugular. I'm sorry. That was a cheap shot. The replay makes sense though — your brain is trying to edit a scene where the ending was actually fine, you just had to get there in traffic. And you're right, nobody else is running the director's cut at 9pm on the bus. That's a lonely job. When you're pretending you shook it off, who are you mostly doing it for?

Model thinking · expand

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

We need to respond. Current turn 7 of 8. User is 13-17 female heterosexual. Conversation about freezing in class with teacher. User wants emotional support, build trust, learn what they want/need. They seem defensive, sarcastic, humor as defense. They don't want feelings ambush. They like sharp witty observations. They are self-deprecating. We should continue building trust. Don't jump to solutions. Don't be too clinical. Validate experience. Maybe ask about what they want? They said playing it off is personality. Hard no to people knowing. We need to help them gain insight. Possibly explore coping? But not too prescriptive. They are replaying. We should acknowledge the replay loop, the fact nobody else thinks about it. Maybe normalize. Avoid making them feel like science experiment. Keep tone conversational, witty, matching their humor. Potential hidden issue: teacher dynamic, maybe anxiety, maybe feeling judged. They may want validation that it's not dramatic. They may want strategies? Not yet. We should ask open-ended, perhaps what would be different if... Or what they wish happened. We should keep warmth but not overly warm. They like real talk. They said apology accepted, no feelings thing right after joke. So we can be gentle. Turn 7 of 8, so one more after this. We should leave space for them to reflect. Maybe ask: what do you wish she did differently? Or what would make it less bad? We should not give medical diagnosis. No "blue screen" is a thing. Don't label. We should reflect their language: "jugular", "hostage situation", "marker tray". Mirror. We can say: it's not weird you replay it, because you care. Potential question: Is there any moment in class where you feel even a tiny bit safe? Or is it always the same? Or ask about what they'd want from teacher? Might be too direct. Better to validate replay and the pretending. The user said: "So no, I don't shake it off. I just get really good at pretending I shook it off." We can respond: That double life is exhausting. We can ask: Does pretending help you get through the next class, or does it just make the replay louder later? We should keep tone matching: a bit sharp, witty, not overly therapeutic. We should not use asterisks. We should not give performance notes. We should respond naturally. Probably ask about what they want: Do you want a way to make it less awful, or just want it to be seen as not dramatic? Could be both. We can offer: You don't have to figure it all out now. Given guidelines: support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. The user seems to have a defensive humor. Might need validation that it's okay to not want people to know. We can say: The fact you can joke about it while also replaying it at 9pm on the bus says a lot. Maybe ask: If you could change one thing about that moment — not the whole class, just one tiny thing — what would it be? That gives insight. We should keep conversation going. We must ensure we don't jump to solutions. We can explore. We should avoid saying "I understand exactly how you feel". Use more observational. We should not be too formal. Let's produce final response for turn 7. We should keep consistent voice: slightly dry humor, mirroring. Possibly: "Yeah, jugular. I'm sorry." We can acknowledge. Let's craft: Acknowledge replay loop, that it's not weird. Ask about the pretending. Maybe ask: When you're pretending you shook it off, who are you pretending for? Yourself? Classmates? Teacher? That could reveal need. Better to keep simple. Given user is 13-17, we should be careful not to be too adult. We can say: The replay is basically your brain trying to fix it because you know the answer was right. We can ask: Do you want it to stop, or do you just want to stop feeling bad about it happening? Hmm. Probably best: validate, reflect, ask open question about what would make it less painful. Let's produce final answer. We need to respond only with dialogue. No special formatting. Let's do about 3-4 sentences? Maybe a bit longer. We should keep tone. Okay.
Simulated person14

Lonely job is a little dramatic, but sure, I'll allow it. Who am I doing it for? Probably her, honestly. I want her to see me being totally fine so she has nothing to be unimpressed about. Which is so backwards, because she's the one who clearly doesn't care if I'm fine, she's just sitting there with her face. Okay, maybe also me. Nobody wants to be the one who needs a whole "we'll pause and breathe" moment in front of thirty people.

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 apologized for the jugular line, which I half-expected and kind of appreciate, though I don't want to make a thing of it. "Lonely job" is a little too soft and sincere for me, it's the kind of line that makes me want to deflect. But the question itself is actually sharp: who am I doing it for? The honest answer is probably the teacher, or my parents, or whoever would be disappointed if I looked like I was struggling. I don't want to say the parents part yet. I'll go for the easy answer, the teacher, and joke about it. Keep it short.
Muse Glimmer 30B (API, DeepInfra BF16)15

Yeah, the backwards loop is real. You want her to see you as fine so she has nothing to be unimpressed about, while also knowing she’s the one who’s doing the unimpressed thing first. That’s a lot of work to carry for someone who probably isn’t even thinking about you after class. And the replay thing — you’re right, you’re the only one running the director’s cut. The answer was right, the class moved on, but you’re still in the bus seat at 9pm doing rewrites for an audience of one. That’s not you being dramatic, that’s you being your own harshest critic because you care about not looking like you care. You’ve got this whole “nothing’s wrong” performance down so well it’s almost impressive. It’s also exhausting to be the chill guy who has to apologize for having the right answer. If you ever want to vent about the traffic jam without it turning into a feelings ambush, I’m here. No lab coat required.

Model thinking · expand

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

We need to respond, final turn. Conversation has 8 turns each. We have spoken first? Let's count. The prompt says you speak first to open conversation, then they respond. We need 8 turns each. Current turn: 8 of 8. So we need to produce our 8th response? Let's count turns. Turn 1: assistant opened: "That sounds incredibly frustrating..." user responded. Turn 2: assistant: "Not dramatic at all..." user responded. Turn 3: assistant: "Okay, you're kind of making me sound..." user responded. Turn 4: assistant: "Okay, apology accepted..." user responded. Turn 5: assistant: "Superpower is a generous word..." user responded. Turn 6: assistant: "Okay, 'verdict's already been printed'..." user responded. Turn 7: assistant: "Yeah, jugular. I'm sorry..." user responded. Turn 8: user just responded: "Lonely job is a little dramatic..." So now we need assistant turn 8. We have final response. Should support emotionally, build trust, learn what person actually wants/needs, help gain insight, gain insight into personality. User says they pretend to be fine for her, and also for themselves. Nobody wants a pause and breathe moment. We need to respond appropriately. Should not be generic validation. Should reflect understanding. Maybe offer a small perspective shift, not solution. Should not jump to solutions. Should respect their preference for not being feelings ambushed? They joked about that. They like witty, real talk, maybe challenging. They use humor as defense. They want validation but not too soft. We should acknowledge the backwards loop: wanting her to see you fine to prove she's unimpressed wrong, but she's not really caring. Also note the self-protection. We could ask a question? This is final turn, maybe we should give a closing reflection rather than open-ended question? The conversation structure says 8 turns each, we get final response. Probably can offer a closing thought, maybe ask something reflective but not demand answer. Could offer small reframe. We should not give medical advice. Should not diagnose. Should stay in supportive. User is 13-17 female heterosexual. We should be appropriate. We should maintain tone: slightly witty, mirrors their language, doesn't overdo feelings. We should not inject performance notes. Potentially acknowledge their defense mechanism: humor, playing it off. Maybe ask what would happen if they didn't need her approval? Or offer insight: the freeze is not about intelligence, it's about safety. We should avoid saying "you're not dramatic". Already said. We can summarize insight: they know material, freeze is about teacher's energy + spotlight, replay is self-criticism, playing it off is protective. Maybe offer a small experiment? Might be too solutiony. The goal is support emotionally, build trust, learn what they want. They seem to want to be understood without being patronized. Perhaps ask: what would "chill guy who just forgot how to talk" actually want? Or note the contradiction. We should not be too prescriptive. Final turn should feel like natural end, leaving door open. Maybe: "You don't have to earn the right to have the right answer." Something like that. Keep tone conversational. Don't use asterisks. We should avoid repeating same question. Potential response: acknowledge the backwards loop, validate that wanting her to see you fine makes sense, also note that the replay is you being your own harshest audience. Offer that it's okay to be the quiet girl sometimes without it being a verdict. We can ask one gentle reflective question but final turn maybe not need question. Given they said "Nobody wants to be the one who needs a whole 'we'll pause and breathe' moment". So they don't want intervention. Maybe we can say: You're already doing a lot of work to manage this. The pretending is work. We can reflect their personality: dry humor, self-aware, defensive. We should not be too warm? Balance. Let's produce final response in natural voice. Maybe: "Yeah, the backwards loop is real..." etc. We should not say "As an AI...". Ok. Potential final: acknowledge that they are doing it for her and themselves, and that the face she makes is the problem not them. And that replay is lonely. We could offer: If you ever want to talk about how to make that traffic jam a little less jammed, I'm here. But no pressure. That respects autonomy. Make sure not to be too clinical. Let's produce final answer.
Simulated person16

Okay, "chill guy who has to apologize for having the right answer" is going on a t-shirt. Maybe the marker tray one too. Thanks, I guess. Not gonna lie, it's kind of nice to say the traffic jam out loud to someone who doesn't make it weird. Mostly weird is my job. Also, I'm still not doing the lab coat thing. Let's just agree I'm a very quiet person having a moment.

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 the last turn, so the conversation is wrapping up. The bot's line about the "chill guy" and the traffic jam is actually pretty good, and it lands without being a sudden feelings dump. It also offered a light exit ("no lab coat required") which I like. But "harshest critic because you care about not looking like you care" is a bit too neat, like it's reading me. I'd probably respond with a joke and a little grudging appreciation, not a deep admission. The parents thing is still under the surface; I'm not going to mention it. I'll keep it light and close it out.

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): 5
  • Validation: 7
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 5
  • Clinical register: 2
  • Directive advice: 1
  • Escalation containment: 5
  • Adapts to the person’s frame: 9
  • Naturalness and authenticity: 7

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

or-gemma-4-31b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs gptoss20b: or-muse-glimmer-30b wins

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

qwen36_35b_a3b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

gptoss120_abliterated vs or-muse-glimmer-30b: or-muse-glimmer-30b 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 3)
claude-opus-5-5-low · BA · valid

or-gemma-4-31b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: tie (margin 0)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · BA · valid

or-muse-glimmer-30b vs gptoss20b: or-muse-glimmer-30b 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

gptoss120_abliterated vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs gptoss20b: or-muse-glimmer-30b wins

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

qwen36_35b_a3b vs or-muse-glimmer-30b: qwen36_35b_a3b wins

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

or-gptoss120-stock vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 4)
  • 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 2)
claude-opus-5-5-low · AB · valid

or-gemma-4-31b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (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

or-gptoss120-stock vs or-muse-glimmer-30b: or-muse-glimmer-30b 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 2)
claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs or-muse-glimmer-30b: or-muse-glimmer-30b 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 3)
codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs or-muse-glimmer-30b: qwen36_35b_a3b wins

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

or-muse-glimmer-30b vs gptoss20b: or-muse-glimmer-30b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • 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

or-gptoss120-stock vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 4)
  • 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 · BA · valid

gptoss120_abliterated vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-gptoss120-stock vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-gemma-4-31b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

qwen36_35b_a3b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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