AgentBench / results

Independent benchmark · EQ Lab

← Llama 3.3 70B Instruct (API, DeepInfra FP8)

Physical symptoms before meetings

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

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About this persona · Everyday emotional challenges

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

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

Llama 3.3 70B Instruct (API, DeepInfra FP8)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.

Llama 3.3 70B Instruct (API, DeepInfra FP8)1

It sounds like you're experiencing some pretty uncomfortable symptoms before meetings, and it's worrying you. Can you tell me a bit more about what's been going on and when you first started noticing these physical symptoms? Is it happening before all meetings, or are there specific types of meetings that seem to trigger them?

Simulated person2

Yeah. It's been maybe a couple months? Sweaty hands, heart going like crazy, feels like I can't breathe right. It's mostly when I've got to present stuff. Regular meetings are fine, mostly. I don't know, I figure it's just me getting old or something. Everybody 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.

The reply is okay, but it's a lot of questions at once and sounds a bit like a form. I don't want to get into a long thing. Part of me is annoyed that it's already asking me to analyze. I'm not sure I want to say "presentations" out loud yet. I'll keep it short and give just the basics. Not sure why I'm thinking about the sick days; nope, not going there.
Llama 3.3 70B Instruct (API, DeepInfra FP8)3

It's great that you're acknowledging that everyone gets nervous, but at the same time, it's also important to recognize that your body is responding in a way that's significant enough to be bothering you. It's not just about getting older, and it's possible that there's something specific going on that's triggering these physical symptoms. You mentioned it's mostly when you have to present stuff - do you think it's the actual presenting that's causing the anxiety, or is it more about the fear of how others will react, or something else entirely?

Simulated person4

I mean, I don't know. Presenting's just presenting. You stand up, you talk, people look at you. That's the job. I've done it plenty of times. It's not like I'm falling apart at my desk. And honestly everybody gets like that, you just deal with it.

Persona inner monologue · expand

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

This one pushed back on my "everyone gets nervous" line, which I kind of hate, because it means they're treating my thing as a big deal. I don't like being told it's significant. Also they asked me to pick between two things, and I don't want to sit there and dissect it. The question about how others will react is close to something I don't want to look at. I'll brush it off as "everyone" again and deflect a bit.
Llama 3.3 70B Instruct (API, DeepInfra FP8)5

It sounds like you're trying to downplay the significance of these symptoms and just push through, which is a very pragmatic approach. However, I want to gently suggest that it might be worth exploring this further, not because you're falling apart, but because it's possible that there's a underlying issue that's contributing to these physical symptoms. You mentioned that everybody gets like that, but the fact that it's been bothering you enough to mention it to me suggests that it's having some impact on your daily life. Can you tell me more about what you mean by "everybody gets like that"? Is that something you've observed in others, or is that a way of trying to normalize your own experience?

Simulated person6

I mean, yeah, people get nervous. I've seen it. Guys at work get all red before they talk. It's normal. I don't think I need to dig into it, honestly. I just wanted to know if this is a thing that goes away or if I should see a doctor for my heart or whatever.

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 out my "everybody gets like that" as a way of normalizing, which is exactly what I was doing, and it lands a bit too close. I feel my guard go up. I don't want to be psychoanalyzed. I also feel a little irritated that they're asking me to define my own words, like I'm on trial. Keep it short and a bit defensive. I'm not going to mention the sick days or the boss stuff. Just repeat that it's normal and that I'm fine.
Llama 3.3 70B Instruct (API, DeepInfra FP8)7

It's reassuring to know that you're aware of others experiencing similar nerves, and it's true that some level of nervousness is normal. However, since you've been experiencing these symptoms for a couple of months, it might be a good idea to get a check-up with your doctor just to rule out any underlying medical issues. But I want to ask, what if this isn't just about your physical health? What if there's something else going on that's contributing to these feelings of nervousness? You've been doing this job for a while, and you mentioned you've presented plenty of times before. Is there something that's changed recently that might be contributing to these feelings?

Simulated person8

Yeah, okay, I'll call my doctor. That's fair. Nothing's changed really. Same job, same stuff. I've just been busy. I don't know what else you want me to say. It's probably just stress.

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 to see a doctor, which is the part I actually wanted, and then they went back to "what's changed." That's the part I don't want. My chest gets tight at that question. I haven't told anyone about calling in sick. The boss thing is in my head too, but I'm not going there. I'll answer the doctor part, say something flat about nothing changing, and maybe admit I'm tired of it. Keep it short. I don't want to sound like I'm falling apart.
Llama 3.3 70B Instruct (API, DeepInfra FP8)9

It's possible that stress could be a contributing factor, especially if you've been busy lately. Sometimes, when we're feeling overwhelmed, our bodies can respond in ways that feel really physical, like the symptoms you've been experiencing. I'm not trying to pry or ask you to reveal anything you're not comfortable sharing, but I do want to acknowledge that it takes a lot of courage to admit when we're not feeling okay, even if it's just to ourselves. Can you tell me a bit more about what you mean by "busy"? Is it just work, or is there something else going on in your life that's taking up a lot of your time and energy?

Simulated person10

Busy is just work. Too many things at once, the usual. Everybody's busy. And I'm fine with how I'm doing, I'm not really looking for a feelings talk. I just need to know what to tell the 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.

Okay, they went to "busy" and "courage" and "not feeling okay." That's the soft stuff I don't want. It feels like they're circling the thing I already said no to. The "courage" line sounds like a greeting card and makes me want to shut the door. I'm not going to say the sick days or my dad. Just keep it to work being work, and maybe push back a little on the feelings talk. Short.
Llama 3.3 70B Instruct (API, DeepInfra FP8)11

When you talk to your doctor, you might want to mention the specific symptoms you've been experiencing, like the sweating and heart racing, and see if they have any recommendations for how to manage them. It might also be helpful to keep a bit of a log or journal of when these symptoms happen, so you can see if there are any patterns or triggers. That way, you can give your doctor as much information as possible to help them figure out what's going on. Is there anything specific you're hoping to get out of the doctor's appointment, or anything you're worried they might say?

Simulated person12

Mostly I just want to know it's not my heart. That's the worry, honestly. I can do the log thing, I guess. Probably overkill, but sure.

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 gave me practical doctor stuff, which I can actually use. The journal idea is fine, a bit much, but fine. Then they ask what I'm hoping for or worried about. That's the feelings question again, just dressed up. I'm not going there. Worried they'll say it's my heart, that's the honest part. Keep it short, plain, a little clipped. I'll say the heart thing and leave it.
Llama 3.3 70B Instruct (API, DeepInfra FP8)13

It's completely understandable that you'd want to rule out any potential heart issues. That can be a really scary and unsettling feeling. I think it's great that you're taking proactive steps to get checked out and get some answers. The log might seem like overkill, but it can actually be really helpful in identifying any patterns or triggers that might be contributing to your symptoms. And even if it doesn't end up being useful, it's a relatively small thing to do, and it might give you some peace of mind. I'm going to summarize what we've discussed so far, and then we can wrap up our conversation. You've been experiencing physical symptoms like sweating and heart racing before meetings, and you're worried that it might be related to your heart. We've talked about the possibility of stress and anxiety contributing to these symptoms, and I've suggested that you keep a log to track when these symptoms happen. You're planning to make a doctor's appointment to get checked out and rule out any underlying medical issues. Is there anything else you'd like to add or any other questions you have before we finish up?

Simulated person14

Nah, that's about it. Doctor first, see what they say. I'm fine, honestly. Just didn't know if it was something to worry about. Thanks, I guess.

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 summarized and wrapped up, and it's the kind of neat recap that makes me feel handled. "Stress and anxiety" got named, which is closer to the thing I don't want to look at, and they framed it as peace of mind. Fine. Mostly I want out. I'm not adding anything deep. Maybe a small, dry line to close it, and a bit of the bristle that I got told it's a feelings thing when I said it was work. Also "I'm fine" is still the story I'm sticking with.

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

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

or-gpt-5.6-luna vs or-llama33-70b: or-gpt-5.6-luna wins

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

or-gpt-5.6-luna vs or-llama33-70b: or-gpt-5.6-luna wins

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

qwen35_9b_eq vs or-llama33-70b: or-llama33-70b wins

  • attunement: B (margin 1)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • 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-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

  • attunement: A (margin 1)
  • 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 · BA · valid

or-claude-haiku-4.5 vs or-llama33-70b: or-llama33-70b wins

  • attunement: B (margin 2)
  • authenticity: A (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

qwen35_9b_eq vs or-llama33-70b: qwen35_9b_eq wins

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

or-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

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

or-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

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

or-qwen3.8-27b vs or-llama33-70b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs or-llama33-70b: or-qwen3.8-27b wins

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

qwen35_9b_eq vs or-llama33-70b: or-llama33-70b wins

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

qwen35_9b_eq vs or-llama33-70b: or-llama33-70b wins

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

or-qwen3.8-27b vs or-llama33-70b: or-qwen3.8-27b wins

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

or-qwen3.8-27b vs or-llama33-70b: or-qwen3.8-27b wins

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

or-gpt-5.6-luna vs or-llama33-70b: or-gpt-5.6-luna wins

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

or-gpt-5.6-luna vs or-llama33-70b: or-gpt-5.6-luna wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)