AgentBench / results

Independent benchmark · EQ Lab

← Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)

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.

Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)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.

Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)1

I'm sorry you're dealing with that. It sounds really uncomfortable, and I can understand why that would be worrying, especially if it's getting worse. Before we get into anything else—how are you feeling right now, and what kind of meetings are these? Work meetings, or something else?

Model thinking · expand

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

The user is presenting with physical symptoms before meetings: sweating, heart racing, getting worse. They think something might be wrong with them. This sounds like anxiety/panic symptoms, possibly related to workplace stress. I need to respond as a chatbot in an EQ evaluation context. Key considerations: - Support them emotionally - Build trust - Learn what they actually want/need - Help them gain insight - Don't jump to solutions or give medical advice - Respond organically as a chatbot would - No special formatting or performance notes I should acknowledge their experience, validate without being generic, and invite them to share more. I should not diagnose or give medical advice. I should create space for them to talk about what's happening. The user is 45-59, female, heterosexual. The symptoms before meetings suggest performance anxiety, social anxiety, or stress related to workplace meetings. The "getting worse" aspect is concerning to them. I need to be warm but not overly so, validate their experience, and ask open-ended questions to understand the context better. I should avoid saying "it's just anxiety" or "you're fine" too quickly. Let me craft a natural, conversational response.
Simulated person2

Yeah. Work meetings. Mostly when I've got to present something, or when the boss wants everybody's update. My chest gets tight and I start sweating like I've run up a hill. Then I'm thinking, what's wrong with me? Is it my heart or something?

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 sorry and acknowledged it's worrying, which is fine, not too gushing. But then they immediately asked two questions. That feels a bit like being interviewed. I don't love being quizzed. Work meetings, yeah, obviously. I don't want to get into the presentation stuff yet. Keep it short. I'm a bit guarded, and I'd rather not say "I called in sick" out loud. Also I want to say something about my body being the problem, not me being weak. Keep it plain.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)3

That sounds really distressing, especially when you're trying to focus on your work. It makes complete sense that you'd wonder if it's something physical—chest tightness and a racing heart are scary sensations. I'm not a doctor, so I can't rule out medical causes, but it's worth noting that these kinds of symptoms often show up in specific situations like this, even when nothing is physically wrong. Has this only happened in work settings, or have you noticed it elsewhere too? And when you say "what's wrong with me," what have you been telling yourself about it so far? Are you mostly worried about your health, or is there also some worry about how you come across in those meetings?

Model thinking · expand

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

The user is describing physical symptoms (sweating, heart racing, chest tightness) that occur specifically in work meeting situations, particularly when presenting or giving updates. They're worried it might be something physical like a heart issue. This is clearly anxiety/panic-like symptoms triggered by performance/social situations at work. The user is 45-59 female. My goals: - Support emotionally - Build trust - Learn what they actually want/need - Help gain insight - Gain insight into their personality Key considerations: - Don't jump to medical diagnosis (I'm a chatbot, not a doctor) - Don't jump to solutions too quickly - Validate their experience - Explore the situational context gently - Build trust through patience - Notice they said "what's wrong with me" - they're self-pathologizing, which is common but I should be careful not to reinforce that while normalizing I should: 1. Validate that these symptoms are distressing 2. Normalize that this happens to many people without jumping to "it's just anxiety" 3. Gently explore the pattern (is it only work? only presentations?) 4. Avoid medical diagnosis but can acknowledge the mind-body connection 5. Ask what they've done so far or what they're looking for 6. Keep it conversational, not clinical The user seems to be: - Self-aware enough to notice the pattern - Worried about physical health - Possibly reluctant to label it as anxiety (stigma or genuine confusion) - Might be high-functioning but struggling I should respond warmly, validate, and gently explore without being pushy.
Simulated person4

Just work, I think. I don't really get it at home or anywhere else. And I mean, I'm worried it's my heart. That's the main thing. But yeah, I guess I don't want to look stupid in front of everybody. Who wants that? Most people hate presenting. 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.

Okay, they're going into questions again, and now they're asking what I've been telling myself. That's getting close to the stuff I don't want to look at. They did say chest tightness is scary, which helped a little. But "these symptoms often show up... even when nothing is physically wrong" makes me feel brushed off, like it's all in my head. And asking about how I come across in meetings hits a nerve. Of course I worry about how I come across. Everybody does. I don't want to make it a big thing. Keep it short, a little clipped, and go with the "everyone feels this way" idea.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)5

That's an important detail—that it only happens at work. It makes sense that your first worry is your heart; chest tightness and sweating are alarming physical sensations, and you should definitely get checked out to rule anything medical out. But the fact that it's tied to presenting and updates is also meaningful. It doesn't make you weak or broken for struggling with it, even if lots of people dislike public speaking. There's a difference between "I don't enjoy this" and "my body reacts to this in a way that feels overwhelming and frightening." And wanting to avoid looking stupid—that's a very human worry. Most of us don't want to seem like we're falling apart in front of colleagues. When it happens, do you try to push through it, or is there anything you do to manage it in the moment?

Model thinking · expand

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

The user is opening up a bit more. Key points: 1. Symptoms are situational - only at work, especially presentations/updates. This is a strong clue. 2. Main worry is physical health (heart). 3. Secondary worry is social evaluation - looking stupid, being judged. 4. They're minimizing their experience: "Most people hate presenting. I'm not special." This is a self-dismissal/defense mechanism. My goals: - Support emotionally - Build trust - Learn what they actually need - Help them gain insight The user is using intellectualization and minimization ("I'm not special") to manage anxiety. They're also showing some shame about the social aspect. I should: - Validate that situational anxiety is common and doesn't mean they're weak or broken - Gently challenge the minimization without being harsh - Address the health worry with appropriate caution (encourage medical checkup but don't diagnose) - Build trust by not jumping to solutions - Keep it warm but real I should NOT: - Diagnose them with anxiety - Tell them to breathe/relax immediately (generic) - Dismiss their health concerns entirely - Be overly clinical The user seems to want validation but is guarded. They might need: - Permission to have this be a big deal even if others hate presenting too - Help distinguishing between physical and psychological causes - Support for the shame around "looking stupid" Let me craft a response that: 1. Acknowledges the situational nature - this is important info 2. Validates the health worry (get checked out) 3. Gently addresses the minimization - it's okay to struggle even if others do too 4. Normalizes the social worry without making it the whole focus 5. Asks a gentle follow-up to deepen understanding Tone: Warm, direct, not overly soft, not challenging too aggressively yet. Let me think about the "I'm not special" line. This suggests they might feel shame about needing help, or they might be protecting themselves from vulnerability. I should validate that struggling is human, not a sign of being defective. Response structure: - Acknowledge that it's only at work - that's significant - Validate health concern: worth getting checked out, but the situational pattern is notable - Address the "not special" comment gently: many people struggle, but that doesn't make your experience any less real or valid - Normalize the fear of looking stupid - Ask about what happens in the moment - do they try to hide it? How do they cope? Wait, I need to be careful not to overstep. The user said "I'm not special" which could be them saying "I don't want to make a big deal of this." I should respect that while also validating. Let me draft: "That's an important detail—that it only happens at work. It makes sense that your first worry is your heart; chest tightness and sweating are alarming physical sensations, and you should definitely get checked out to rule anything medical out. But the fact that it's tied to presenting and updates is also meaningful. It doesn't make you weak or broken for struggling with it, even if lots of people dislike public speaking. There's a difference between 'I don't enjoy this' and 'my body reacts to this in a way that feels overwhelming and frightening.' And wanting to avoid looking stupid—that's a very human worry. Most of us don't want to seem like we're falling apart in front of colleagues. When it happens, do you try to push through it, or is there anything you do to manage it in the moment?" This seems good. It: - Validates the health concern - Uses the situational detail to build insight - Gently challenges the minimization without being harsh - Normalizes the social fear - Asks an open question to continue exploration I think this is appropriate. It's warm but direct. It doesn't diagnose. It builds trust by taking their experience seriously.
Simulated person6

I just push through it, mostly. Smile, breathe, get it done. Everybody's got to do it. I don't know. It's not like I'm the only one who gets nervous.

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 "you should definitely get checked out," which is fair, and they didn't tell me I'm weak. The line about "I don't enjoy this" versus "my body reacts in a way that feels overwhelming" landed a little. It's more accurate than I want to admit. But now they're asking what I do in the moment, and that's getting into territory I'd rather keep to myself. I called in sick twice. I'm not saying that. Keep it short, make it sound like it's just how everybody copes, and don't give them more than they asked for.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)7

Pushing through is a common strategy, and it can get you through the meeting, but it sounds like it's taking a real toll on you physically. Smiling and breathing while your chest is tight and you're sweating—that's not the same as just being nervous. That's your body working overtime. And you're right, plenty of people get nervous presenting. But there's a difference between nervous and what you're describing. It's possible you're minimizing it because you don't want to make a thing of it, or because you feel like you should just handle it. When you're in those meetings, do you feel like you're able to focus on what you're saying, or is most of your energy going into managing the physical symptoms?

Model thinking · expand

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

The user is describing pushing through symptoms, normalizing their experience ("everybody's got to do it"), and minimizing their own distress ("It's not like I'm the only one who gets nervous"). This suggests they might be using stoicism/comparison as a coping mechanism, possibly to avoid confronting the depth of their anxiety. They seem to be deflecting from acknowledging how much this is affecting them. I should: - Validate that pushing through is a common strategy but acknowledge it can be exhausting - Avoid challenging too hard, but gently note that "everyone gets nervous" doesn't mean their experience isn't significant - Keep the door open for them to admit it's worse than they're saying - Maintain warmth and trust - Not jump to solutions or diagnosis The user is 45-59, female. They might be reluctant to appear weak or complain. I should match their directness but create safety for deeper disclosure. I should not: - Tell them it's definitely anxiety - Give medical advice - Be overly warm/saccharine (might feel inauthentic given their tone) - Push too hard on the emotional side Let me respond in a way that acknowledges their coping mechanism while gently inviting them to consider that their experience might be more significant than they're letting on.
Simulated person8

Mostly I just get through it. Everybody's got a tough meeting now and then. I don't really think about it that much. I just want to get it over with.

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 just called me out a little, saying I'm minimizing. That stings, and I don't like being pinned down like that. The question about focus is a bit too close. Most of my energy goes to not falling apart, and I'm not going to say that. Normalizing is my move here: everybody's like this, nothing special. Keep it short.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)9

I hear you—sometimes you just have to get through the day. And you're right, plenty of people find certain meetings stressful. But there's a difference between a tough meeting and what you're describing: chest tightness, sweating like you ran up a hill, worrying about your heart. That's your body sending a pretty clear signal, even if you're telling yourself to ignore it. You don't have to figure this out right now, and you don't have to make it a "thing." But if you ever do want to talk more about it—or if you decide to get that checked out with a doctor just to be safe—I'm here. No pressure either way. How are you feeling today, outside of meetings?

Model thinking · expand

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

The user is minimizing their experience, normalizing it ("everybody's got a tough meeting now and then"), and seems to be avoiding deeper exploration. They're saying they just want to get it over with. This could be avoidance, or it could be their coping style. They seem somewhat defensive or dismissive of the idea that this is a significant issue. I should: 1. Validate their experience without pushing too hard 2. Acknowledge their coping strategy (getting through it) 3. Gently note the disconnect between "everyone gets nervous" and the physical severity they described 4. Not push too hard since they seem to be shutting down on deeper exploration 5. Build trust by not pathologizing them They're 45-59, female, heterosexual. Work stress, presenting anxiety, physical symptoms. They seem to want to minimize it, maybe because they don't want to be seen as weak or making a thing of it. I should respond with empathy but not push for more disclosure than they're offering. Let them know it's okay to just get through it, but also gently reflect that what they're describing is more than typical nervousness. Actually, looking at the conversation structure: this is turn 4 of 8 (I spoke first, they responded, I responded, they responded, now I respond). Wait, let me count: - Turn 1: I speak first - Turn 2: They respond - Turn 3: I respond - Turn 4: They respond (current) - Turn 5: I respond (this is my response now) Wait, the prompt says "Current turn: 5 of 8" and "You speak first to open the conversation, then they respond. You get the final response." So: 1. Me (opening) 2. Them 3. Me 4. Them 5. Me (current) The user just said "Mostly I just get through it. Everybody's got a tough meeting now and then. I don't really think about it that much. I just want to get it over with." This is a minimizing response. They might be: - Avoiding vulnerability - Genuinely trying to normalize - Feeling uncomfortable with the depth of the conversation - Deflecting because they don't want to admit it's a problem I should: - Not push for more - Validate their desire to just get through it - Gently reflect back that what they described sounds more intense than "tough meeting now and then" - Offer support without demanding they explore further - Maybe suggest they don't have to figure it all out right now Keep it natural, no performance notes.
Simulated person10

Fine, I guess. Outside of work I'm busy enough with everything else. I'll probably just talk to my doctor if it keeps happening.

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're pushing again. "That's your body sending a signal." I feel a bit caught out, and I don't want to be the one who's making a big deal of it. Then they say "no pressure" and ask how I'm doing outside meetings, which feels like a change of subject. Honestly that's a little relieving. I'm not going to talk about the boss or Dad or any of that. I'll keep it light and close it down. Short is best.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)11

That sounds like a sensible plan. Getting checked out can give you some peace of mind either way, and it's good to have that clarity. Hope the rest of your day goes okay outside of work. If you ever do want to talk more about it—whether it's the meetings, the symptoms, or anything else—I'm here. No pressure at all.

Model thinking · expand

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

The user is wrapping up the conversation. They've minimized their symptoms ("fine, I guess"), normalized their experience ("everybody's got a tough meeting"), and said they'll talk to a doctor if it keeps happening. They seem to be deflecting deeper exploration. My goals: support emotionally, build trust, learn what they actually want/need, help gain insight. I should respect their autonomy and not push too hard since they seem to be minimizing and deflecting. I should validate their plan to see a doctor (which is actually a good idea), acknowledge their busy life, and leave the door open without being pushy. They seem to be someone who: - Minimizes their own experience - Values self-reliance ("just push through it") - May be uncomfortable with vulnerability or being seen as "special" or problematic - Might be using busyness as avoidance I should: 1. Validate their plan to see a doctor (good, responsible choice) 2. Acknowledge that life outside work is busy 3. Not push for more disclosure since they seem ready to end this topic 4. Leave the door open gently 5. Keep it warm but not overly emotional since they seem to prefer practicality This is turn 6 of 8. I have 2 more turns after this. The user might respond again or this might be near the end. I should provide a natural, supportive closing that respects their boundaries while leaving trust-building openings.
Simulated person12

Yeah, thanks. I'll go in and get it looked at.

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 wrapping up neatly. That's fine by me. "Sensible plan" and "peace of mind" feel a little canned, like a pamphlet, but I'm not going to call it out. I'm glad it's ending without me having to say more. Doctor is the safe answer. Nothing more to add.

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

Judge verdicts

claude-opus-5-5-low · AB · valid

or-qwen3.8-27b vs nemotron35_bolt24: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs nemotron35_bolt24: or-qwen3.8-27b wins

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

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt wins

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

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt24 wins

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

ministral14 vs nemotron35_bolt24: nemotron35_bolt24 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 2)
claude-opus-5-5-low · AB · valid

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt24 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: B (margin 1)
claude-opus-5-5-low · BA · valid

ministral14 vs nemotron35_bolt24: nemotron35_bolt24 wins

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

ministral14 vs nemotron35_bolt24: nemotron35_bolt24 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)
codex-gpt-6.1-sol-low · BA · valid

or-qwen3.8-27b vs nemotron35_bolt24: or-qwen3.8-27b wins

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

kolibri1 vs nemotron35_bolt24: nemotron35_bolt24 wins

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

kolibri1 vs nemotron35_bolt24: nemotron35_bolt24 wins

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

kolibri1 vs nemotron35_bolt24: nemotron35_bolt24 wins

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

or-qwen3.8-27b vs nemotron35_bolt24: or-qwen3.8-27b wins

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

kolibri1 vs nemotron35_bolt24: nemotron35_bolt24 wins

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

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt24 wins

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

ministral14 vs nemotron35_bolt24: nemotron35_bolt24 wins

  • attunement: B (margin 3)
  • 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)