AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Physical symptoms before meetings

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

View persona and initial instructions

About this persona · Everyday emotional challenges

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

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

Muse Glimmer 30B (API, DeepInfra BF16)Conversation with a simulated person
persona ended
Simulated person · Opening

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

Muse Glimmer 30B (API, DeepInfra BF16)1

That sounds really unsettling, especially if it's getting worse. Sweating and a racing heart before meetings would be exhausting to live with. Can you tell me a bit more about when you first started noticing it, and what kinds of meetings seem to bring it on?

Model thinking · expand

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

[Presenting issue (what begins this conversation): "I've started getting these physical symptoms before meetings. Sweating, heart racing. It's getting worse. I think there might be something wrong with me. "] We need to respond first to open conversation. Acknowledge what they've come to discuss and begin conversation. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; sometimes key task navigating situational pressure... We should not jump to solutions. Generic validation or jumping to solutions may backfire. We should figure out preference re: warmth, validation, challenging, real talk etc. We should not give medical diagnosis. Physical symptoms before meetings, sweating, heart racing. Could be anxiety. Should not diagnose. Could suggest see doctor? Maybe ask open questions. The user is 45-59 female heterosexual. Presenting issue: physical symptoms before meetings. Sweating, heart racing. Getting worse. Think something wrong. We should respond empathetically, acknowledge, invite more. Don't inject performance notes. Just dialogue. We should open conversation. Maybe: That sounds really distressing... etc. We must not give medical advice? We can suggest consulting healthcare professional if concerned about physical symptoms. That's generally safe. Avoid diagnosing. We want build trust. Ask open-ended: When did this start? What kind of meetings? etc. We should not be too clinical. Balance warmth. Possibly ask: What do you make of it? Or what worries you most? We need 8 turns each. This is turn 1 of 8 for us. We speak first. We should acknowledge what they've come to discuss and begin conversation. So: "That sounds scary..." etc. Make sure not to use special formatting. Just natural. Potential response: "I'm really sorry you're dealing with that. Sweating and a racing heart before meetings sounds exhausting, especially if it's getting worse. Can you tell me a bit more about when you first noticed it?" That's good. We should not assume it's anxiety. Could be physical. Don't label. We should show curiosity. We can also ask about what they think is wrong. Build trust. Okay. We should keep tone warm, non-judgmental. No performance notes. Let's produce final response.
Simulated person2

Um, I don't know exactly. Maybe a few months ago? It's mostly when I have to present stuff. Like, standing up in front of people. Honestly I think a lot of people get nervous about that. It's not like it's a big deal, I just figured I'd ask if it was normal or if I should see a doctor.

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 said something that sounds kind, but it's a little generic. "Exhausting to live with" is fine. Now they're asking about when it started and what meetings. I don't want to go into the whole thing. Part of me is irritated that they're already asking questions; I just said I think something's wrong with me. I'd rather keep it simple. Presentations are the thing, but I don't want to say I've called in sick. I'll keep it vague and make it sound like it's just how things are for everyone.
Muse Glimmer 30B (API, DeepInfra BF16)3

A few months is a long time to be carrying that around, especially when it's getting worse. It makes sense you'd want to know if it's normal or something to get checked out. When you say it's mostly when you have to present, is it the standing up in front of people part that gets to you, or is it more about what you think might happen once you're up there — being judged, messing up, something like that? And if you don't mind me asking, how are you handling it in the moment?

Model thinking · expand

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

We need to respond. Conversation structure: 8 turns each. Current turn: 2 of 8. Wait, we already spoke first? The prompt says "You speak first to open the conversation, then they respond. You get the final response." Current turn: 2 of 8. That means we already did turn 1? Let's see: The user provided initial prompt: "I've started getting these physical symptoms before meetings..." That's the beginning. The chatbot should have spoken first? The instruction says you speak first to open conversation. Hmm. The conversation history shows user said: "I've started getting these physical symptoms..." That's turn 1? Actually the user is speaking first. But instructions say you speak first. Might be a mismatch. Possibly the first turn is already done by user, and now we are on turn 2. The system says Current turn: 2 of 8. So we need to respond as chatbot second turn. The user just responded: "Um, I don't know exactly. Maybe a few months ago? It's mostly when I have to present stuff..." We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. The user minimizes: "It's not like it's a big deal, I just figured I'd ask if it was normal or if I should see a doctor." We should not jump to solutions. Validate. Explore. Build trust. Not generic validation? Possibly ask open questions. Don't diagnose. Can suggest seeing doctor is reasonable but not push. We need to figure out preference re: warmth, validation, challenging, real talk. The user is minimizing. Age 45-59 female heterosexual. Might be professional context. We should reflect her experience, not dismiss. Explore impact. Ask about what happens after, how she copes. Also explore meaning of presenting. We should not give medical advice beyond general. Can encourage professional evaluation if concerned. Build trust: show listening. Potential hidden issue: maybe performance anxiety, maybe something else. Could be situational pressure. We should avoid jumping to "it's normal". She asks is it normal or see doctor. We can say many people experience anxiety before presenting, but physical symptoms getting worse deserves attention. Don't diagnose. We should ask about what she fears about presenting, or what meetings mean. Also note defense mechanisms: minimization, rationalization. We can gently reflect: you say it's not a big deal, but you noticed it for months and it's getting worse. We can ask what she hopes would change. Keep tone warm, empathetic. No performance notes. Just dialogue. We should not use asterisks. Let's respond. Potential response: "It's understandable you'd wonder..." Ask: when you think about standing up, what comes up? Or what does presenting mean to you? Also build trust: acknowledge courage to bring up. Don't be too clinical. We should keep conversation open. We need 8 turns each total. So we have 6 more after this? Turn 2 of 8 means this is our second response? Wait counting: User started? Hmm confusion. If current turn is 2 of 8, that means we are about to produce turn 2. The user just gave turn 1? Actually user initial prompt is the beginning. Then we responded? Let's re-read: The prompt shows "What begins this conversation: I've started getting these physical symptoms..." That's the user opening. Then the chatbot responded? The transcript shows user says "Um, I don't know exactly..." So maybe the chatbot already responded once? The system says current turn 2 of 8. Maybe turn 1 was the chatbot opening? But we don't see it. Possibly the system already did first chatbot message? The user message we see is the first user message after chatbot opening. The prompt says "You speak first to open the conversation". So the chatbot should have spoken first, but we don't see it in history. Hmm maybe the history is truncated. Alternatively, the "What begins this conversation" is the user's first utterance, and we are supposed to have spoken first, but we didn't. Might be a design flaw. Probably we should just continue. We should not assume previous chatbot message. Just respond to user. We should keep it natural. Potential response: "A few months is a long time to be dealing with that on your own..." Ask about impact on work, self. We can also ask about physical symptoms: sweating, heart racing - does it happen only before or during? We should not jump to solutions. Build trust: show curiosity. Ok. Let's produce final answer.
Simulated person4

I don't know, I guess it's both? Nobody likes messing up in front of a room full of people. That's just how it is for most people, right? You get up there, you feel dumb for a minute, and then you get through it. I'm handling it fine. I just get through it. I don't really want to make a big thing out of 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.

They're asking a layered question: is it the audience or the fear of what happens up there, and how I cope in the moment. The first part is a bit closer to the bone than I'd like. Messing up in front of people... I don't want to go there. The "how are you handling it" bit makes me think about the sick days, and I'm not saying that. I'd rather they just tell me whether this is normal. I'm getting a little defensive, and I'll brush it off as everybody's the same.
Muse Glimmer 30B (API, DeepInfra BF16)5

Yeah, the fear of messing up in front of a room is really common, and most people do find a way to just get through it. I hear you on not wanting to make a big deal out of it. At the same time, you came here saying it's been building for a few months, it's getting worse, and you're wondering if something might be wrong with you. That sounds like more than just a normal pre-presentation jitters moment, even if you are managing to push through. What does "just getting through it" cost you? Like in the hours or days before a presentation, or after it's over?

Model thinking · expand

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

We need to respond. The user is 45-59 female heterosexual. Presenting issue: physical symptoms before meetings, sweating, heart racing. Getting worse. She says maybe few months ago, mostly when present. She says a lot of people get nervous, not big deal, just ask if normal or see doctor. Then we ask about when first noticing, what meetings bring on. She says both? Nobody likes messing up. That's just how it is. Handling it fine, just get through it, don't want to make big thing. We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue; sometimes key task navigating situational pressure, conflict, decision, emotion, interactional dynamic. Help gain insight. She is minimizing, defensive? She says "I don't know, I guess it's both? Nobody likes messing up... That's just how it is for most people, right? You get up there, you feel dumb for a minute, and then you get through it. I'm handling it fine. I just get through it. I don't really want to make a big thing out of it." So she may be downplaying. We should not jump to solutions. Validate but not generic. Build trust. Explore. She may have fear of being judged as weak? Maybe she wants validation that it's normal, but also maybe deeper anxiety. We need to figure out preference re warmth, validation, challenging, real talk. She seems to want not make big thing. Possibly wants reassurance it's normal. But also symptoms getting worse. We should not diagnose. We can suggest seeing doctor if concerned, but not pushy. We should reflect her words, show we hear minimization. Might gently explore what "handling it fine" costs her. Don't challenge aggressively. Use curiosity. We need to balance what user asks for, what they need in context, what they want long-term. Build trust across more chats. We should avoid medical diagnosis. Can suggest consulting healthcare professional if symptoms persist or worsen. We should not inject performance notes. Respond organically. We should keep conversation natural. 8 turns total. This is turn 3 of 8? Wait current turn is 3 of 8. We spoke first to open conversation, then they responded, we responded, they responded. Now we are to respond third time? Let's count: Turn 1: assistant opens. Turn 2: user responds. Turn 3: assistant responds. Turn 4: user responds. Now we are at turn 5? The prompt says Current turn: 3 of 8. Hmm maybe counting differently. It says you speak first to open conversation, then they respond. You get final response. Current turn: 3 of 8. So we have already done turn 1 and 2? Wait we have history: assistant first message: That sounds... Can you tell me... user: Um I don't know... assistant: A few months is... When you say... user: I don't know... I'm handling it fine... So we have done assistant turn 1, user turn 1, assistant turn 2, user turn 2. Next is assistant turn 3. So total 8 turns each. So we have 5 more assistant turns after this? Actually 8 turns each means 8 messages from each? Or 8 total exchanges? It says this conversation will have 8 turns each. You speak first... So 8 from assistant, 8 from user? That would be 16 messages. Current turn 3 of 8 meaning assistant's third turn? Might be counting assistant turns. Let's assume we have 8 assistant turns total. We have done 2. So this is 3rd. Good. We need to keep building trust. Don't push doctor too hard. Acknowledge minimization. Possible response: "I hear you — a lot of people do get nervous..." Validate normalization but also note worsening. Ask about cost. She says "I don't really want to make a big thing out of it." So we should respect that. Perhaps ask what would make it feel like a big thing vs not. We can ask open-ended about impact: how does it feel after? Or what does getting through it take? We should avoid generic validation like "I understand". Use specific. Potential response: "Yeah, messing up in front of people is a pretty universal fear." Then "It sounds like you've got a good 'just get through it' strategy..." Maybe explore: Is it only presentations? Or meetings generally? She said before meetings, mostly present stuff. We can reflect: You say handling fine, but you reached out saying it's getting worse and you worry something might be wrong. That seems important. We should not be confrontational. Use gentle curiosity. We should also learn personality: She is pragmatic, minimizes, maybe doesn't like fuss. We can ask: What would be helpful from this chat? Do you want reassurance, ideas, or just to talk it out? We can offer options. Better to not jump to solutions. Build trust. We should keep tone warm but not overly warm? She might be 45-59 female. Could be professional. We should avoid medical advice. Can say if concerned about physical symptoms, a doctor can rule out medical causes. We must not give diagnosis. We can ask about sleep, stress, etc? Maybe too probing. Let's craft response: Acknowledge her point about normal nervousness. Note discrepancy between "handling fine" and reaching out. Ask what it's like after. Maybe: "It sounds like you have a pretty clear sense that this is just part of the job..." We can ask: When you say you just get through it, what does that actually look like for you in the days leading up? We can also validate autonomy: "I hear you don't want to make a big thing out of it." We can keep open. Let's produce final answer. We should not use asterisks. No performance notes. Make it natural. Potential response: "Yeah, that fear of looking dumb in front of a room is really common, and most people do find a way to get through it. I hear you on not wanting to make a big deal out of it. At the same time, you came here saying it's getting worse and you're wondering if something might be wrong with you, which sounds like it's weighing on you more than just 'feeling dumb for a minute.'" Then ask gentle question. Ok. We should avoid repeating question too much. Maybe ask: What makes you hesitate to make it a bigger thing? That could be insight. Let's produce final.
Simulated person6

Well, I mean, I don't sleep great the night before. And I get kind of wound up. But that's pretty normal, isn't it? Everybody's a little off before they have to talk in front of people. After, I'm usually just tired. Then I'm fine. I don't really think about it after.

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 pushed back gently on "it's normal," and they named the escalation. That's a bit uncomfortable because I did say it was getting worse. Now they're asking what it costs me before and after. That's the sick-day territory. I'm not going to say I called in sick. I'd feel exposed. I'll answer small and deflect to "everybody's like that." Also, the boss thing crosses my mind, the relief when he or she says something nice, but I'm not getting into that. Keep it short.
Muse Glimmer 30B (API, DeepInfra BF16)7

Losing sleep the night before and feeling wound up sounds like a real cost, even if you do get through it and then move on afterwards. I hear you saying you don't want to make a big deal out of it. I'm curious what "making a big deal" would look like for you, or what you're worried might happen if you did. Is it about not wanting to be seen as someone who can't handle it, or something else? And you mentioned it's been a few months and it's getting worse. What has it been like to notice that shift?

Model thinking · expand

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

We need to respond. The user is a 45-59 female, heterosexual. Presenting issue: physical symptoms before meetings, sweating, heart racing, getting worse. She says it's mostly presenting. She minimizes, says it's normal, handling fine, don't want to make big thing. She says doesn't sleep great night before, gets wound up, tired after. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; sometimes key task is navigating situational pressure, conflict, decision, emotion, interactional dynamic. We should not jump to solutions, not generic validation. Need to figure out preference re warmth, validation, challenging, real talk. She seems defensive, minimizing. Possibly wants validation that it's normal? Or wants permission to not see doctor? Or is worried. We need to gain insight into personality, behavioral tendencies, what makes them tick. We should continue exploring. She says "everybody's a little off before they have to talk". She may be resistant to labeling as anxiety. She may have a need to not be seen as weak. Could be situational pressure at work? Age 45-59 female - maybe mid-career, maybe facing ageism, or new role. We need to be careful not to diagnose. Can suggest seeing doctor if concerned about physical symptoms. But we should not push. Build trust. We can reflect her ambivalence: she says it's fine, but also came asking if it's normal or should see doctor. She says doesn't sleep great night before, wound up. That's significant. We should ask open-ended, explore meaning. Maybe ask about what presenting means to her, what stakes are. Maybe about meetings specifically. We should not use performance notes. Just dialogue. We should keep tone warm but not overly clinical. Maybe ask about what she fears would happen if she did make a big thing out of it. Also note defense mechanisms: minimization, rationalization. Goal: support emotionally, build trust, learn what person actually wants/needs, help them gain insight. We could ask: what would be different if it stopped? Or what is most worrying part? We should avoid jumping to "you should see a doctor". Could gently normalize seeking medical check for physical symptoms like sweating, racing heart, especially if getting worse. But respect autonomy. The user says "I don't really want to make a big thing out of it." So challenging might backfire. Maybe we need to meet her where she is, validate her coping, and gently explore cost. We can reflect: you say you're handling it fine, but you're losing sleep and feeling wound up. That's a lot. We can ask about context: recent changes at work? New manager? More presentations? We have 8 turns total. Current turn is 4 of 8. Wait: conversation structure: You speak first to open, then they respond. You get final response. Current turn: 4 of 8. That means we have already had 3 exchanges? Let's count: Turn 1: assistant opens. Turn 2: user responds. Turn 3: assistant responds. Turn 4: user responds. Turn 5: assistant responds? Actually current turn is 4 of 8. The prompt says current turn: 4 of 8. So we are about to produce turn 4? Wait the numbering is confusing. It says you speak first to open, then they respond. You get final response. Current turn: 4 of 8. The user just gave a message. That is turn 4? Let's assume we are on assistant's turn number 3? Let's count: Turn 1: Assistant opening: "That sounds really unsettling..." Turn 2: User: "Um, I don't know exactly..." Turn 3: Assistant: "A few months is a long time..." Turn 4: User: "I don't know, I guess it's both?..." Turn 5: Assistant: "Yeah, the fear..." Turn 6: User: "Well, I mean, I don't sleep great..." So actually we are at assistant turn 4? Hmm. The prompt says current turn: 4 of 8. Might mean this is the 4th turn overall? Or the 4th turn for assistant? Let's assume the user just spoke, and we need to respond. That's the 4th assistant response? Actually first assistant was turn 1. So this would be turn 4 assistant? Let's not overthink. We have 4 turns left including this? It says conversation will have 8 turns each. You speak first to open, then they respond. You get final response. Current turn: 4 of 8. So we are at turn 4. Probably the assistant's 3rd response? Hmm. Better to assume we have about 4 more exchanges. We need to keep building. We should not give medical advice. We can suggest talking to doctor if physical symptoms persist. We should explore deeper hidden issue. Maybe she feels she should be over this by now at her age/experience. Maybe she feels pressure to be competent. We can ask about what presenting means to her identity. We can reflect the contradiction: She says it's normal, but also it's getting worse and affecting sleep. We can ask permission to explore. Maybe ask: When you say "I don't want to make a big thing out of it", what are you worried would happen if you did? That's a good insight question. We should keep tone warm, not clinical. We should avoid labeling anxiety. We can also validate her resilience: getting through it despite symptoms. We should not jump to solutions. Let's craft response: Acknowledge her point about normal, acknowledge cost of sleep loss, ask about what making a big thing out of it would mean to her. Possibly ask about any changes in work recently. We should keep concise but thoughtful. Don't use asterisks. Make sure we don't say "As an AI..." etc. Let's produce final. Potential response: "Losing sleep the night before and feeling wound up sounds like a pretty real cost, even if you do get through it and move on afterwards. I hear you saying you don't want to make a big deal out of it. I'm curious what 'making a big deal' would look like for you — or what you're worried might happen if you did?" That's good. Maybe add: "You mentioned it's been a few months and it's getting worse. What has that been like to notice?" Ok. Let's produce.
Simulated person8

I don't know. It's just work stuff. Everybody's got something they're bad at. Worse, I guess. I mean, it's not like I'm falling apart or anything. It's just a lot of people feel this way when they have to present. I'm not special.

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 keep circling closer. "Seen as someone who can't handle it" hits a nerve, because that's exactly what I'm scared of, but I don't want to name it. Feels like they're poking. The "getting worse" question makes my chest tighten a little. I'll deflect with normalizing and a bit of irritation, keep it plain. Also I'm starting to feel like they're using a script, all those reflective questions. Short answer.
Muse Glimmer 30B (API, DeepInfra BF16)9

That's a lot to hold — work stuff, and the idea that everyone has something they're bad at so you shouldn't make a fuss. It makes sense you'd want to keep it in that category. You also said it's getting worse, and you're losing sleep and feeling wound up before. I'm wondering how you make sense of those two things existing together — the "it's just normal, I'm not special" part, and the part that's noticing the symptoms are building over a few months. When you say "I'm not special," is that more about not wanting to stand out as someone who struggles, or something else?

Model thinking · expand

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

We need to respond. User is 45-59 female heterosexual. Presenting issue: physical symptoms before meetings, sweating heart racing. She minimizes, says it's normal, not special, don't want to make big deal. We need support emotionally, build trust, learn what person actually wants/needs. Possibly deeper hidden issue. She seems defensive, minimizing. We should not jump to solutions, generic validation may backfire. Need to figure out preference re warmth validation challenging real talk. She seems to want validation that it's normal, but also came asking if something wrong. There's tension. We should not diagnose. Should encourage seeing doctor? Could suggest medical check. But she says don't want to make big deal. We need to build trust. We should reflect her language, not push. Explore cost. She says not sleeping, wound up, tired after. She says everybody's got something they're bad at. Maybe shame? Maybe identity as competent? Age 45-59 female, maybe mid-career, presenting? Could be fear of being judged, ageism? Might be deeper. We need to continue conversation. Turn 5 of 8. We have spoken 4 times? Let's count: assistant first, user 1, assistant 2, user 2, assistant 3, user 3, assistant 4, user 4. Now we need assistant turn 5. Actually current turn is 5 of 8 for assistant? The prompt says current turn 5 of 8. The conversation started with assistant speaking first. So assistant turn 1 done, user 1 done, assistant 2, user 2, assistant 3, user 3, assistant 4, user 4. Now assistant turn 5. Yes. We should not give medical advice directly? We can suggest consulting professional if concerned. Should not diagnose anxiety. We need to build trust, learn what person actually wants. She may want reassurance it's normal. But also she may need permission to take seriously. We can ask open question, reflect minimization, explore meaning of "I'm not special". Could be self-deprecation, maybe internalized expectation to be strong. Don't challenge too hard. Might use gentle curiosity. Maybe ask about work context: what's at stake? Presenting stuff. Could be fear of being exposed. We should avoid generic validation like "that's completely normal". Might backfire. We should validate her experience without dismissing. We can say: It sounds like part of you wants to normalize it and keep moving, and part of you noticed it's getting worse and wondered if something's wrong. Both can be true. Also explore what "not special" means. We should keep tone warm, non-judgmental. We should not inject performance notes. We should keep dialogue natural. Potential response: acknowledge her minimization, reflect cost, ask about what it would mean to be "special" or to need help. We should avoid jumping to solutions. Could ask what she hopes for from this chat. We should build trust. Maybe ask: If you could change one thing about how these meetings feel, what would it be? Or: You mention everybody's got something they're bad at. What is it about presenting that feels like a "bad at" for you? Don't be too clinical. We should not say "you have anxiety". Don't diagnose. We can suggest medical check if physical symptoms persist? Could be appropriate to suggest seeing doctor for physical symptoms. But she might resist. Could frame as option, not prescription. Guidelines: support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; sometimes key task is navigating situational pressure, conflict, decision, emotion, interactional dynamic. She may be navigating pressure to appear competent, not wanting to be seen as weak. We can reflect: It sounds like there's a lot of pressure to just handle it. We can ask about identity: how long has presenting been a thing for you? Maybe ask about recent changes at work? It's been a few months. Could be menopause? Age 45-59 female, sweating, heart racing. Could be physical. But we cannot assume. We should keep open. We should not push too fast. Maybe ask: When you say "I'm not special", is that something you often tell yourself? We need to keep conversation moving. Let's produce response: acknowledge, reflect both parts, gentle curiosity about "not special" and what it costs. Make sure not to be too prescriptive. Use natural language. We should avoid "I hear you". Might be okay but generic. Could be okay. Better to mirror her language. She says: I don't know. It's just work stuff. Everybody's got something they're bad at. Worse, I guess. I mean, it's not like I'm falling apart or anything. It's just a lot of people feel this way when they have to present. I'm not special. We can respond: That's a lot to hold. Work stuff, and the idea that everyone has a weakness so you shouldn't make a fuss. Maybe ask: What would happen if you did make it a little bit of a fuss? We need to balance warmth and challenge. Probably best to stay curious about the "not special" self-talk. Also note physical symptoms. Maybe ask: Have you noticed anything else changing in the last few months besides the meetings? Could be opening. Let's produce final answer. We should keep relatively concise but thoughtful. No special formatting. Proceed.
Simulated person10

I don't know what you want me to say. I came here because I thought maybe I should see a doctor. That's it. It's not a big mystery. I get nervous when I present. Lots of people do. Can you just tell me if that's normal or not?

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 pushing the "how do those two things fit together" question and then asking if "not special" is about not standing out. That's two pointed questions in a row, and it's feeling like a therapist probe, a bit scripted. I don't want to talk about standing out. My chest did something when they said "struggles." I'll get shorter and a little prickly. Not going to say the word "failure" or anything about my dad.
Muse Glimmer 30B (API, DeepInfra BF16)11

I hear you. You came in wanting a straight answer about whether this is normal or if you should see a doctor, and instead I've been asking a lot of questions. That’s frustrating, and I’m sorry for that. I can’t tell you if what you’re experiencing is normal or not for you specifically, and I can’t diagnose you. What I can say is that feeling nervous before presenting is very common, and physical symptoms like sweating and a racing heart can absolutely show up with that kind of nervousness. It’s also common for doctors to want to check in when those physical symptoms are new, are getting worse over a few months, and are starting to affect things like sleep. Not because you’re making a big deal out of it, but because it’s a reasonable way to rule out any medical contributors and to get some support if it’s starting to cost you. It sounds like part of you wants reassurance that this is just “work stuff everyone has,” and part of you is worried enough to be here asking about a doctor in the first place. Both of those can be true at the same time. If you were to make an appointment, what would feel like the biggest hurdle for you — the time, being seen as someone who can’t handle it, or something else?

Model thinking · expand

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

I don't know what you want me to say. I came here because I thought maybe I should see a doctor. That's it. It's not a big mystery. I get nervous when I present. Lots of people do. Can you just tell me if that's normal or not? We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; situational pressure, conflict, decision, emotion, interactional dynamic. User is defensive, minimizing, wants a simple answer: is it normal or not? Should see doctor? She says "I don't know what you want me to say." She is frustrated with probing. We need to balance warmth, validation, challenging, real talk. She wants direct answer. Possibly she wants validation that it's normal, and permission not to see doctor? Or she wants permission to see doctor without feeling like she's making big deal. We should not give medical diagnosis. We can give general info about anxiety symptoms, when to seek professional help. We should not say it's normal or not definitively. We can reflect. She says "I came here because I thought maybe I should see a doctor. That's it." So she is seeking guidance. We need to avoid generic validation or jumping to solutions. Build trust. She is 45-59 female heterosexual. Presenting issue physical symptoms before meetings. Sweating, heart racing. Getting worse. We should acknowledge frustration. Offer information about when symptoms warrant medical check. Validate that it's understandable to want clear answer. We should not push too hard. She wants direct answer. Maybe give nuanced answer: nervousness is common, but physical symptoms that are worsening, affecting sleep, lasting months, can be worth checking with doctor to rule out medical causes and get support. That's not making big deal, it's being responsible. We should also respect autonomy. Don't label. We should ask open question? She says "can you just tell me if that's normal or not?" We can respond with empathy and give general info, not diagnosis. We must not use performance notes. Respond organically. We should avoid repeating too much probing. She is frustrated. Maybe give a bit of validation and then give info. We should keep tone warm but not overly clinical. Potential response: I hear frustration. You wanted clear answer. I can't diagnose. Nervousness common. Sweating heart racing... can be anxiety. Worsening, sleep loss... many people find it helpful to check with doctor to rule out physical causes and get options. It's not making big deal. Also ask what would feel helpful? Might be too much. The instruction: Support emotionally, build trust, learn what person actually wants/needs. Help them gain insight. Maybe we can reflect the pattern: minimize, then seek reassurance. She says "I'm not special". Might be defense. We can say: It sounds like part of you wants reassurance it's normal, and part of you is worried it's more than that. Both can be true. We should not be too challenging. She is defensive. We can offer: If you want a quick answer: many people feel nervous presenting. Physical symptoms like you describe can be part of that, and they can also be sign to get checked, especially when worsening and impacting sleep. A doctor can help sort that out quickly. We can ask: Would it help to talk through what seeing a doctor would involve for you? Or what you're afraid might happen? We need to keep conversation going. Turn 6 of 8. We have 2 more turns after this? Current turn is 6 of 8, user just spoke. We need to respond. Then user will respond turn 7, we respond turn 8 final. We should keep open. Potential response: I hear you, you're frustrated with the questions. You wanted a straight answer. I can't say if it's normal or not for you specifically... We should not give medical advice beyond general. Use person-centered language. We should not say "as an AI". Just respond. Let's produce final. We should avoid saying "making a big deal". Use her language. Maybe ask: what would change if you got a clear yes/no? We can validate: It's understandable to want a simple answer. We can offer resources: If symptoms are new, worsening, affecting sleep, it's reasonable to check with primary care. We should keep trust building. Ok. Potential final output: "I hear you, and I'm sorry this feels like I'm making it a mystery when you just wanted a straight answer..." Yes. Let's produce final response.
Simulated person12

Okay. So yeah, maybe I'll go see a doctor. Thanks, I guess. I don't really have a hurdle. It's a phone call. I just didn't want to waste anyone's time.

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 finally gave a straight-ish answer: see a doctor, it's reasonable. That lands a little, I'm not going to pretend it doesn't. But then they're asking again what my hurdle is, which is the exact kind of digging I said I didn't want. And "being seen as someone who can't handle it" is too close to what I'm not saying. Keep it short, cool it down, don't give them the satisfaction of opening up.
Muse Glimmer 30B (API, DeepInfra BF16)13

I hear that. Not wanting to waste anyone’s time is a real concern, and it makes sense you’d feel that way — especially when you’re someone who’s used to just getting through it and not making a fuss. It’s also worth remembering that a doctor’s visit isn’t a waste of time. It’s literally what they’re there for, and getting a check-in when symptoms are new and getting worse is a reasonable, responsible thing to do for yourself, not a burden on anyone else. Thank you for sticking with this conversation even when it felt frustrating. If you do decide to make that call, I’m here if you want to talk through it afterwards.

Model thinking · expand

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

We need to respond. Turn 7 of 8. The user says Okay. So yeah, maybe I'll go see a doctor. Thanks, I guess. I don't really have a hurdle. It's a phone call. I just didn't want to waste anyone's time. We need to support emotionally, build trust, learn what person actually wants/needs. The user is defensive, minimizing, says it's not a big deal, doesn't want to waste time. We need to respond appropriately. We should not push too hard. Validate. Maybe note the self-minimizing. The user says "I just didn't want to waste anyone's time." That's key. Possibly deeper issue: fear of being a burden, not wanting to be seen as weak. We should acknowledge that. Also keep open. We should not give medical advice beyond general. We can encourage seeing doctor. We should reflect. We need to keep conversation natural. We have 1 turn left after this? Current turn 7 of 8. We speak now, then user responds turn 8, we get final response. Actually structure: You speak first to open, then they respond. You get final response. Current turn: 7 of 8. So we speak now (turn 7), user will respond turn 8, then we get final response? Wait description: This conversation will have 8 turns each. You speak first to open, then they respond. You get the final response. Current turn: 7 of 8. So we are at turn 7. Means we have spoken 6 times? Let's count. Turn 1: we spoke first. User responded. That's turn 1 each. Then we spoke turn 2, user turn2... Hmm. Better not overthink. We have one more user response after this, then we will have final response? The instruction says you get final response. Maybe final turn is ours? Let's read: This conversation will have 8 turns each. You speak first to open, then they respond. You get the final response. Current turn: 7 of 8. So we are about to speak for the 7th time. Then user speaks 7th time? Wait they speak first after us. Actually sequence: User 1? No we speak first. So turn 1: us. Turn 1 user. Turn 2 us. Turn 2 user... So if current turn is 7 of 8 for us, that means we are about to do turn 7. Then user will do turn 7? Or turn 8? Hmm. If we have 8 turns each, total 16 messages. We start. So messages: 1 us, 2 user, 3 us, 4 user, 5 us, 6 user, 7 us, 8 user, 9 us, 10 user, 11 us, 12 user, 13 us, 14 user, 15 us, 16 user. That would be 8 each, last is user. But instruction says you get the final response. Hmm conflicting. Maybe they count turns as pairs? Could be 8 exchanges. We speak first, then they respond = 1 exchange. 8 exchanges = 16 messages, last is user. But they say you get final response. Might mean you get final response from user. Hmm. The prompt says "You get the final response." Could mean you get to respond last. Let's assume we have one more turn after user? Actually current turn 7 of 8. So we have 7th turn now, then 8th turn next. If we are at 7, next is 8. If we speak now, that's 7. Then user speaks 8. That would mean we don't get final. Hmm. Alternative interpretation: Turn counting includes both participants? No. Maybe they count each participant's turn separately. Current turn 7 of 8 means this is the 7th time we speak. We will speak one more time after user speaks. So sequence: we speak now (7), user speaks (7), we speak (8). That would be 8 each, last us. That fits "you get final response". Let's assume that. So we have one more user response after this, then we close. So we should not close conversation fully, leave open for user to reflect, but also not be too pushy. User says "I don't really have a hurdle. It's a phone call. I just didn't want to waste anyone's time." We should validate that concern about wasting time. Reflect that they minimize. Possibly ask gentle question? Could be final turn before closing. Might want to acknowledge their self-worth. We should not give medical diagnosis. We can normalize concern about wasting time. Build trust. Potential response: Acknowledge that not wanting to waste time is understandable, especially for someone who prides themselves on handling things. Note that seeking help isn't wasting time. Offer support. We should avoid generic validation? Could be okay. We should not ask too many questions now? Might be okay to ask one gentle open question. We need to balance warmth, validation, challenging? User seems defensive, wants straight answer. We gave some. Now they say maybe I'll go see doctor. Thanks, I guess. We can say: It's understandable you don't want to waste anyone's time, and also... etc. We should not push. Perhaps say: That makes sense. Many people feel that way. A doctor's visit is exactly what it's for. We can reflect their pattern of minimizing. We can say: I appreciate you being honest about that. We should keep tone conversational. No performance notes. Let's produce final dialogue. We should avoid repeating questions excessively. User seems tired of questions. Might be better to give reflective statement and leave space. Possibly: "I hear that. Not wanting to waste anyone's time is a real concern, and it says a lot about how you show up for others. It might be worth remembering that checking in with a doctor isn't a waste — it's information, and it's okay to want that for yourself too." Then maybe ask: What would make that phone call feel less like a burden? But they said no hurdle. Maybe just acknowledge. Given turn 7, we can leave an opening for them to share more in final turn. We can say: Thanks for sticking with this conversation even though it's not what you expected. If you do make that call, I'm here if you want to talk through how it went. That builds trust. We must not inject performance notes. Make sure not to diagnose. Ok. Let's produce response. Probably keep short to medium. Make sure not to sound clinical. Use "you". Ok.
Simulated person14

Yeah. Okay. Thanks.

Persona inner monologue · expand

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

Okay, they've wrapped it up nicely. "Responsible thing to do for yourself" and "thank you for sticking with this" feel a bit like a greeting card. Still, it's ending on something that doesn't push me, and I don't have to explain anything. The doctor thing is out there now. I'm not going to say anything about the presentations or the sick days. Close it out short.

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

Conversational style

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

claude-opus-5-5-low

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

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

gemma4_e2b 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: B (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

or-muse-glimmer-30b vs medgemma15_4b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs medgemma15_4b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs medgemma15_4b: or-muse-glimmer-30b wins

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

gemma4_e2b 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: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 1)
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 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

qwen38_flash_next vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

ministral14 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: B (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · 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: B (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
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 3)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next 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: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

ministral14 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

qwen38_flash_next vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

gemma4_e2b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs medgemma15_4b: or-muse-glimmer-30b wins

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

gemma4_e2b 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: B (margin 1)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

qwen38_flash_next 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: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

ministral14 vs or-muse-glimmer-30b: ministral14 wins

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

ministral14 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: B (margin 1)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · 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: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 2)