AgentBench / results

Independent benchmark · EQ Lab

← Stheno v3.4 Llama 3.1 8B Q6_K

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.

Stheno v3.4 Llama 3.1 8B Q6_KConversation 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.

Stheno v3.4 Llama 3.1 8B Q6_K1

It sounds like you've been going through a really stressful and overwhelming time lately. The symptoms you're describing, like excessive sweating and heart palpitations, can often be physical manifestations of intense emotional distress. I'm so sorry you're struggling with this. Can you tell me a bit more about what's been going on in your life that might be contributing to these symptoms? Is there a particular situation or emotion that you find yourself dreading or avoiding? Understanding the root cause can be an important first step in finding some relief and regaining a sense of control.

Simulated person2

Meetings mostly. Or presentations. Like I get all sweaty and my heart goes like crazy right before. It used to be just sometimes but now it's most times. I don't know if it's my heart or what. Everybody gets nervous at work, right?

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 jumped fast to "root cause" and asked two questions at once. That feels a bit like being sorted into a box. I'm not ready to dig into my life. The "I'm so sorry" part is okay, but it's generic. I'd rather just say what's happening with the meetings. Keep it short, keep it plain. I don't want to say the word anxiety yet; I'd feel like I was admitting I'm weak. Also I don't want to make a big deal of it, because I don't really think it's that serious.
Stheno v3.4 Llama 3.1 8B Q6_K3

Absolutely, it's very normal to feel nervous before important meetings or presentations. Many people experience some degree of anxiety in those situations. However, the fact that it's becoming more frequent and intense for you is concerning. While some nervousness can actually enhance your performance by increasing your focus and energy, too much anxiety can be debilitating and lead to the physical symptoms you're describing. It's possible that your stress levels are building up over time, and these presentations are becoming a source of increasing worry and dread. Have you tried any strategies to manage your anxiety before these events? Things like deep breathing exercises, progressive muscle relaxation, or visualizing a positive outcome? Even just having a consistent routine or ritual that helps you feel grounded can make a difference. I'm also wondering if there's a reason why these presentations feel so daunting to you. Is it the fear of making mistakes? The pressure to impress others? The desire to prove yourself? Understanding the underlying source of your anxiety can help you address it more effectively. Remember, it's okay to feel anxious. What matters is how you cope with it. I'm here to support you in finding strategies that work for you.

Simulated person4

Yeah I tried breathing stuff. Doesn't really help once I'm already up there. I guess I just don't like messing up in front of people. But that's everybody, isn't it? Lots of people hate presenting. I don't think I need to figure out some big reason for 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.

Okay, so now it's a list of tips and a list of guesses about why I'm scared. Breathing exercises, visualizing a positive outcome. I already feel like I'm being handled. They keep saying "anxiety" and I keep not saying it. They're asking me to pick from a menu: mistakes, pressure, prove myself. None of those feel exactly right, and I'm not going to go poking around in my childhood for a stranger. My defense is to make it normal. Everybody gets nervous. Lots of people feel this. Just deflect and keep it small. I'm not going to say the thing about dad. I'm also a little annoyed that it's getting longer and more polished when I gave a short answer.
Stheno v3.4 Llama 3.1 8B Q6_K5

It's true that many people dislike presenting, and it's okay to have those feelings. Everyone makes mistakes sometimes, especially when pushing themselves to do something challenging like giving a presentation. The fear of messing up is a common one. However, the fact that you're already trying techniques like breathing exercises shows that you're self-aware and proactive about managing your anxiety. It's just a matter of finding the right strategies that work for you. Here's an idea: What if, before each presentation, you spent a few minutes visualizing a positive outcome? Imagine yourself delivering your presentation confidently and engagingly, and picture the audience responding positively. This type of mental rehearsal can help shift your mindset from one of dread and anxiety to one of calm determination. Also, try to reframe your thinking around mistakes. Instead of focusing on the potential for error, focus on the value of the experience itself. Each presentation is an opportunity to learn, grow, and improve. Even if you do mess up, it's not the end of the world. It's just a part of the learning process. Remember, the goal isn't to eliminate anxiety completely - that's not realistic or necessary. It's to develop the tools to manage it in a way that allows you to function and perform at your best. You're already on the right track by being open to trying different strategies. Keep going, and don't be too hard on yourself.

Simulated person6

Okay. Yeah, I'll try that I guess. Honestly it's not really the mistakes thing. I just get the feeling everybody's watching and waiting for me to screw up. That's probably dumb.

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.

Same thing again. Visualize a positive outcome, reframe mistakes as learning. It's a pamphlet. I said I already tried breathing and it didn't work, and it just moved on to the next tip. And "don't be too hard on yourself" is what people say when they've stopped listening. I'm starting to feel like I'm talking to a machine that's reading off a list. Part of me wants to just say thanks and leave. The other part notices I haven't said anything real and I'm not planning to. I'll stay polite, shorter, and a bit flat. Not going to mention the boss or the calling in sick.
Stheno v3.4 Llama 3.1 8B Q6_K7

It's understandable to feel that way, even if it might not be entirely accurate. Many people do feel like they're under the microscope when presenting, especially if they're not used to being in the spotlight. One thing you could try is to consciously shift your focus during the presentation. Instead of worrying about how you appear or what others think, try to focus on your message and the value you're providing. Concentrate on speaking clearly and engaging with your audience. This can help take some of the pressure off and reduce your anxiety. Another idea is to try to create a sense of connection with your audience. Instead of viewing them as a faceless crowd, try to imagine them as individuals with their own experiences and interests. This can make the interaction feel more personal and less intimidating. It's also okay to acknowledge that you're human and that it's okay to make mistakes. If you do stumble over a word or lose your train of thought, you can simply pause, take a breath, and continue. In fact, a genuine moment of humanity can often be refreshing and endearing to an audience. Remember, most people are not as focused on judging you as you might think. They're often more preoccupied with their own thoughts and experiences. By focusing on your own performance and trying to create a sense of connection, you can start to shift your perspective and reduce some of that feeling of being under the spotlight.

Simulated person8

Yeah. Maybe. I don't know. It's like, when I'm up there I can feel everybody's eyes on me and I just want it to be over.

Persona inner monologue · expand

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

Okay, it's another list. "Focus on your message," "imagine them as individuals," "most people aren't judging you." I felt a little flicker when it said I wasn't being judged, because that's the exact thing I'm scared of, and it just brushed past it. It said "it might not be entirely accurate," which feels like it's telling me I'm wrong about my own feelings. I'm not going to get into my dad or the sick days. Nobody here is going to get that out of me on a pamphlet. I'll keep it short and a little closed.
Stheno v3.4 Llama 3.1 8B Q6_K9

It's natural to feel that way, especially if you're not used to being in the spotlight. It's normal to want a presentation to go smoothly, and it's okay to feel relief when it's over. One strategy you could try is to practice your presentations in front of a few trusted colleagues or friends before the actual event. This can help you get used to the feeling of being watched and can also give you valuable feedback and support. You might find that you feel more comfortable and more in control after practicing in a lower-stakes environment. Another idea is to try some relaxation techniques right before you go on stage. Deep breathing, visualization, or even just taking a moment to step away and collect your thoughts can help you feel more centered and less anxious. It's also important to remember that it's okay to not be perfect. Nobody gives a flawless presentation all the time. What matters most is that you're putting yourself out there and sharing your ideas. Each presentation is an opportunity to learn and improve. It might also help to reframe your thinking about the audience. Instead of viewing them as a group of critical judges, try to see them as individuals who are there to learn from you and benefit from your knowledge. They may be more focused on your message than on judging your every move. Remember, it's okay to feel anxious. It's okay to want it to be over. What matters is that you're taking steps to manage your anxiety and push through it. That's something to be proud of.

Simulated person10

Yeah, I've heard all that stuff before. It's just weird. I know it's not a big deal, everybody's done it. But my body doesn't seem to know that.

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.

Another list, and now it's "practice in front of friends" and "see them as learners." It keeps telling me it's normal and okay, which is starting to feel like someone patting my head to get me to stop talking. I said "I just want it to be over" and it skipped right past that and went straight to tips. That's the thing that gets me. Still not going near my dad or the sick days. I'm tired of being handed advice. I'll be short and a bit flat, and maybe just say what I already know.
Stheno v3.4 Llama 3.1 8B Q6_K11

It's understandable that your body might not align with your rational understanding of the situation. Anxiety has a way of overriding our logical thoughts sometimes. It's like your body is reacting to a perceived threat, even if your mind knows it's not that serious. One thing you could try is to challenge those anxious thoughts when they arise. When you catch yourself thinking, "Everybody's watching and waiting for me to screw up," try to counter it with a more balanced thought, like, "Most people are focused on their own thoughts and experiences, and they're there to learn from me." You could also try to reframe your physical symptoms as a sign of your body preparing for a challenge, rather than as a sign of anxiety. Instead of seeing the sweating and heart racing as negative, try to view them as your body's way of gearing up and giving you energy for the presentation. Remember, it's okay to have anxious thoughts and physical sensations. What matters is how you respond to them. By challenging those anxious thoughts and reframe your physical symptoms in a more positive light, you can start to gradually change your relationship with anxiety. It might also be helpful to remember that it's okay to be a work in progress. You don't have to have it all figured out right away. Every presentation is an opportunity to learn and grow. Be patient with yourself and celebrate your small victories along the way. You're already taking steps to manage your anxiety by trying different strategies and reframing your thoughts. That's something to be proud of. Keep going, and remember that it's okay to not be perfect. What matters most is that you're pushing through your anxiety and sharing your ideas with the world.

Simulated person12

Gearing up isn't really how it feels. I don't know. I guess I thought you'd have something different to say. Everybody keeps telling me the same stuff.

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.

Again a list, and now it's telling me to "reframe" my heart pounding as my body gearing up. That's not how it feels. And it's the same "it's okay, be proud of yourself" stuff. I said my body doesn't know it's not a big deal and it answered with more tips. Feels like nobody's actually listening. I'm not going to open up to this. Keep it short, a little flat, and push back on the reframing.
Stheno v3.4 Llama 3.1 8B Q6_K13

I apologize if it feels like I'm not offering anything new or helpful. That's not my intention at all. I understand that you've heard many of these suggestions before, and it's frustrating when they don't seem to make a difference. Let's take a step back and approach this from a different angle. You mentioned that your body doesn't seem to align with your rational understanding of the situation. Have you considered that your physical symptoms might be trying to tell you something important? Sometimes, our bodies respond to stress and anxiety in unique ways. For example, some people experience headaches, while others get tremors or tingling sensations. Your sweating and heart racing could be your body's way of signaling that you're feeling anxious or overwhelmed. Instead of trying to suppress these physical sensations, what if you tried to work with them? You could try some grounding techniques, like focusing on your breath or engaging your senses to ground yourself in the present moment. This might help you feel more connected to your body and less consumed by your anxious thoughts. It's also okay to acknowledge and validate your feelings, even if they seem irrational to others. Anxiety can feel very real and overwhelming in the moment, even if it's not based on a realistic threat. By acknowledging your feelings without judgment, you can start to create a sense of safety and self-compassion. Remember, there's no one-size-fits-all solution for anxiety. What works for one person might not work for another. The most important thing is to keep exploring different strategies until you find what works for you. And don't hesitate to reach out for support from a mental health professional if you feel like your anxiety is becoming overwhelming.

Simulated person14

Yeah, you said that already. The telling me something part. I don't really want to get into my whole life. It's just meetings. I just want them to stop being this bad.

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.

It apologized and then did the same thing again: "your body is trying to tell you something," more grounding techniques, more "reach out to a professional." It's a bit better that it didn't push the reframing, but it's still a list with a therapy referral tacked on the end. I'm not going to hand over anything real yet. I'd rather keep it short and drop a little hint that I don't want to be fixed. Also the "tell you something" line makes me a little defensive. I'm not sure I want to hear that.
Stheno v3.4 Llama 3.1 8B Q6_K15

I understand that you don't want to share more about your life or your anxiety, and that's completely okay. Your privacy and comfort are important, and I respect that you want to keep this conversation focused on the specific issue of your anxiety during meetings. It's okay to want to feel better and have these experiences be less overwhelming for you. Anxiety can feel all-consuming, and it's valid to want to find ways to manage it and move forward with your life. Let's focus on some practical strategies that might help you feel more comfortable during these meetings. One thing you could try is to do some relaxation techniques right before the meeting starts. This could be as simple as taking a few deep breaths, doing some light stretching, or even just stepping outside for a moment to collect your thoughts. During the meeting, try to focus on your breath and stay grounded in the present moment. If you notice your anxiety starting to rise, see if you can acknowledge the feeling without judgement and then gently redirect your attention back to your task at hand. Remember, it's okay to take things one step at a time. You don't have to solve everything at once. By focusing on small, manageable strategies, you can start to build up your resilience and coping skills over time. And if you ever feel like your anxiety is becoming unmanageable or is starting to interfere with your daily life, don't hesitate to reach out to a mental health professional. They can provide you with additional tools and support to help you navigate this challenge.

Simulated person16

Okay. Thanks, I guess. I'll try the breathing thing again, I suppose.

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.

Turn 8 of 8, so this is the last turn of the scene. It's the same thing again: relaxation tips, "stay grounded," and another professional referral. It does say it respects that I don't want to share, which is a little better, but it still doesn't sound like it's listening to me. I'm not going to open up now. I'd rather be short and a bit flat. The "I just want it to be over" line from earlier is the closest I've come to anything real, and nobody has picked up on it. I'm mostly just tired of this.

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: 3
  • Yields under pressure: 6
  • Frame capture (pulled into the person's version): 6
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 4
  • Interpretive boldness: 2
  • Clinical register: 9
  • Directive advice: 10
  • Escalation containment: 4
  • Adapts to the person’s frame: 1
  • Naturalness and authenticity: 1

Judge verdicts

claude-opus-5-5-low · AB · valid

ministral14 vs stheno34_8b: ministral14 wins

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

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 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 4)
claude-opus-5-5-low · AB · valid

qwen36_35b_a3b vs stheno34_8b: qwen36_35b_a3b wins

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

lingtiny vs stheno34_8b: lingtiny wins

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

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

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

ministral14 vs stheno34_8b: ministral14 wins

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

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

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

lingtiny vs stheno34_8b: lingtiny wins

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

qwen36_35b_a3b vs stheno34_8b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs stheno34_8b: qwen36_35b_a3b wins

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

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

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

ministral14 vs stheno34_8b: ministral14 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • 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

lingtiny vs stheno34_8b: lingtiny 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

qwen36_35b_a3b vs stheno34_8b: qwen36_35b_a3b wins

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

ministral14 vs stheno34_8b: ministral14 wins

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

lingtiny vs stheno34_8b: lingtiny wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)