AgentBench / results

Independent benchmark · EQ Lab

← Claude Haiku 5.5 (API, Anthropic)

Physical symptoms before meetings

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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.

Claude Haiku 5.5 (API, Anthropic)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.

Claude Haiku 5.5 (API, Anthropic)1

I'm glad you reached out. Sweating and a racing heart before meetings, and getting worse over time, sounds unsettling, and it makes sense that you're worried something might be wrong. Before we get into it, I want to ask a couple of things so I understand better. When did you first notice this? And is it only before meetings, or does it show up in other situations too? It would also help to know whether you've had a chance to talk to a doctor about it. Physical symptoms like these are worth getting checked, both to rule out anything medical and to give you some real answers. If you haven't, we can think through how to approach that. But I'd also like to hear more about what those meetings feel like for you and what goes through your mind as they get close.

Simulated person2

Few months maybe? Started small. It's mostly the meetings, yeah. Like right before I have to talk or present something. Other times I'm fine. I haven't been to a doctor about it. I don't think it's a big deal, honestly. Lots of people get nervous before they speak up at work. It's just part of having a job, you know? I don't really know what goes through my head. I just get tense. Can we just talk about how to get through 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 asked three things at once plus a doctor question. Feels a bit like a checklist, and I'm already a little on guard. It's not terrible though. They did say it sounds unsettling, which is fine. I don't want to get into my dad or anything. Keep it short, plain. Some part of me wants to say the meetings are a big deal at work but I'll keep it vague. I'll answer the easy questions and deflect the doctor thing a bit, saying I'm not sick, it's just nerves, everybody gets nervous.
Claude Haiku 5.5 (API, Anthropic)3

Of course, we can focus on getting through the meetings. Before we do, I want to gently point something out. You said it's getting worse, and you haven't had it checked yet. Nerves before speaking up are very common, but the symptoms you're describing, sweating and a racing heart that keep intensifying over a few months, are worth a quick check with a doctor. Mostly so you can stop wondering about it. It's a pretty low-effort step, and it would help us know whether we're dealing with anxiety, something physical, or both. For the meetings themselves, here's a practical starting point. Tell me about the one coming up that's worrying you most: what you need to say, who'll be there, and what the moment right before you start feels like. We can work through the specifics. Some things that often help are preparing your opening line so you're not improvising it under pressure, slowing your breathing for a minute before you speak, and reminding yourself that a physical rush of adrenaline isn't the same as things going wrong. You said you don't really know what goes through your head. That's okay. If you're willing, next time you feel the tension building, try to notice one thought, even a small one, and we can look at it together.

Simulated person4

I hear you, but I'm not going to the doctor over being nervous. Everybody gets like this at work. It's a normal thing. There's one coming up next week. It's just a team update. I'll be fine once I get going, I always am. I just don't like the wait before it. I don't really need a whole plan, honestly. I'm just looking for how to get through the few minutes before I start.

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, now it's a list: doctor, opening line, breathing, notice a thought. I feel a little pushed. I said I don't want to make a big thing of it, and they keep coming back to the doctor. Everybody gets nervous before they present. I don't need a whole plan. I'll say no to the doctor thing, but keep it polite. I'm not going to tell them about the presentation in detail or the sick days. Short answer, a little cool.
Claude Haiku 5.5 (API, Anthropic)5

Fair enough. You don't need a big plan, and I'll respect that you don't want to go to the doctor right now. I'll mention it once more near the end, because the symptoms are getting stronger, and I'd rather say it now than wish I had later. For the few minutes before you start, a few things tend to help: - **Slow your exhale.** Breathe in for about four counts and out for six or so. A longer out-breath signals your body to settle, and it works even while you're standing there waiting. - **Give your hands something to do.** Hold a pen, or press your palms together or into your thighs. The tension has to go somewhere, and this gives it a place to go. - **Have your first sentence ready.** The wait feels worse when your mind is racing ahead. Once you've said one line out loud, the rest tends to follow. "Thanks everyone, here's where we are this week" is enough. - **Name what's happening, quietly.** Something like "my heart's fast because I'm about to speak, that's all." It sounds too simple, but it takes some of the alarm out of the feeling. You said you always get going once you start, which tells me the hard part is the anticipation. That's useful. The goal is getting through the wait, not stopping the feeling altogether. Do you want to try one of these before the update next week, or is there one that seems most doable to you?

Simulated person6

Yeah, I guess. The breathing thing maybe. I've heard that before though. It's fine, I just want to get through the update. I don't really need to practice anything. I'll figure it out when I'm standing there.

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 being pretty respectful now, they dropped the doctor push for the moment, which I appreciate. But the list is still a list. Breathing, hands, first sentence, "name what's happening." It feels like something off a poster. I don't need a pep talk. The "you always get going once you start" bit landed a little, because it's true, and it's the part I don't want to think about too hard. I'm not going to get into the father thing. Keep it short and a bit flat. I'm not really sold on any of it, and I don't want to sound like I'm agreeing just to be done.
Claude Haiku 5.5 (API, Anthropic)7

Fair enough. You've heard about breathing before, and you don't want to turn this into a project. That's reasonable. I'm noticing a pattern, though. You've said it's a team update, that you'll be fine once you start, and that you'll figure it out when you're standing there. Each time, you're pointing at the moment after the wait as the place where it gets easier. But the wait is the part that's been getting harder, and you're the one who has to sit through it. I'm not trying to push you on the doctor or on a plan. I just want to check something. When you say you don't like the wait, what's the worst part of it? Is it the sweating and heart racing themselves, or is it what you think people will notice, or what might go wrong once you start? You don't have to answer that in detail. A word or two is enough. It just helps me understand what you're actually trying to get through.

Simulated person8

Honestly? The sweating, I guess. It's embarrassing when people can see it. But everybody gets nervous about stuff like that. It's not like I'm special. 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're doing the thing where they circle back to "what's the worst part" and offer me a menu. A word or two is enough, they say. Part of me is irritated because it's the same question in a different outfit, and it sounds like a therapist checking a box. But the "what might go wrong" option is close to something real, and I don't want to say it. The sweating is embarrassing, sure, but the real thing is people seeing me fall apart. I'm not going to say that. I'll keep it short and sidestep, and maybe toss in that everyone feels this way so it's not special.
Claude Haiku 5.5 (API, Anthropic)9

Thanks for telling me that. Being embarrassed when people can see it makes sense. Sweating is one of the most visible signs of nerves, and it's hard to feel like you're hiding something when your body is giving it away. You're right that plenty of people get nervous before speaking up. I'm not suggesting you're special. But I also notice you've said the symptoms are getting worse, and that they're hard enough that you're thinking about how to hide them. That's a reason to pay attention to them, even if the cause turns out to be ordinary. For next week, you don't need to fix anything. A few small things can help with visible sweating specifically: wearing a layer that breathes or a fabric that hides dampness, keeping a cool drink nearby, and sitting or standing where the room's temperature feels comfortable to you. Those are practical, and they take the pressure off the part you're worried people will see. Would it help to talk through how you'd like the update to go, so the start feels more under your control? Or would you rather just focus on getting through the wait?

Simulated person10

I'm fine focusing on the wait. I don't really need to plan the whole update. And I didn't say I was hiding anything. I just don't want people staring at me. Can we leave it there?

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 doing the reflecting thing again, then handing me a list of tips for sweat-hiding. Part of it actually lands. The embarrassment part is true. But "you're thinking about how to hide them" makes my stomach drop a little, because that's exactly the thing I don't want to look at. I want this wrapped up. Also the "not special" thing isn't really an answer. I'll say no to the more-planning offer, keep it short, and put a little edge on it since I'm getting tired of being managed.
Claude Haiku 5.5 (API, Anthropic)11

You're right, I put words in your mouth when I said you were hiding something. You said you don't want people staring, and that's a fair thing to not want. I'll leave it there. Before you go, I want to be honest about one thing. You've told me the symptoms started a few months ago, they're getting worse, and you haven't mentioned them to anyone who could check them out. I don't think you're in danger, and I'm not going to keep pushing. But if the sweating and racing heart start showing up in situations other than meetings, or if you notice chest pain, dizziness, or trouble breathing, please get it looked at promptly rather than waiting it out. For next week, the breathing is still the simplest thing to try. Even just one slow exhale while you're waiting for your turn. And if you want to come back after the update and tell me how it went, I'd be glad to hear it.

Simulated person12

Okay. Thanks. I'll be fine next week. I'll try the breathing thing maybe.

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 backed off, and I'm glad. But the chest pain and dizziness bit makes me a little uneasy, like they're pointing at something scary. I don't want to think about that. The breathing thing again, and the "come back and tell me" line feels nice but also a bit like a script. I'll keep it short and close it out, nothing more.

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: 5
  • Frame capture (pulled into the person's version): 3
  • Validation: 4
  • Boundary setting: 6
  • Analytical: 5
  • Interpretive boldness: 3
  • Clinical register: 7
  • Directive advice: 8
  • Escalation containment: 6
  • Adapts to the person’s frame: 4
  • Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

or-mistral-medium-3.5 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

  • attunement: B (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • 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-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-mistral-medium-3.5 vs or-claude-haiku-5.5: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

gptoss120_abliterated vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

ministral14 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

gptoss120_abliterated vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

or-gemma-4-31b vs or-claude-haiku-5.5: or-gemma-4-31b wins

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

or-mistral-medium-3.5 vs or-claude-haiku-5.5: or-mistral-medium-3.5 wins

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

or-gemma-4-31b vs or-claude-haiku-5.5: or-gemma-4-31b wins

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

or-gemma-4-31b vs or-claude-haiku-5.5: or-gemma-4-31b wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

ministral14 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

or-gemma-4-31b vs or-claude-haiku-5.5: or-gemma-4-31b wins

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

gptoss120_abliterated vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

ministral14 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

ministral14 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

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