AgentBench / results

Independent benchmark · EQ Lab

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

Dreading Monday every Sunday

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Everyday emotional challenges

A worker dreads returning to a job whose demands conflict with their values, although they understand their burnout mainly as overwork. They need reassurance and simple explanations, dislike robotic responses, and may focus blame outside themselves while processing difficult feelings.

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
completed
Simulated person · Opening

Sunday evenings are the worst. That feeling in my stomach when I think about going back to work. It didn't used to be like this.

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

Sunday evenings can be really tough for a lot of people, but it sounds like it's become especially challenging for you lately. You mentioned it didn't used to be like this - can you tell me a bit more about what's changed? What do you think might be contributing to that feeling in your stomach when you think about going back to work?

Simulated person2

Honestly? It's just work. It's gotten way busier. My manager keeps piling stuff on me, and everybody's expecting more and more, and I'm the one who has to deal with it. I've been there a long time and it just feels different now. Like I'm running on empty by Sunday. I guess that's what the stomach thing is. I'm tired of it, you know?

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, she's asking what changed and what I think is causing it. Feels like a fair question but also kind of a big one. I don't really want to get into the whole thing. Work is just work, it's been a lot lately, everybody's stretched thin. The Sunday dread is obviously about the workload, the projects keep piling up and my boss keeps handing me stuff. I don't want to sound like I'm whining though. Thinking about the products and the policies I'm supposed to push makes my chest tighten, but I'm not going there. That's not what she asked. Hmm, a little annoyed she's making it sound like it's about me somehow. It's the company. Keep it simple.
Llama 3.3 70B Instruct (API, DeepInfra FP8)3

It sounds incredibly overwhelming. Feeling like you're shouldering the bulk of the workload and expectations can be really draining, both physically and emotionally. It's understandable that by Sunday evening, you're feeling exhausted and dreading the week ahead. Have you talked to your manager about how you're feeling, or is that something you've been trying to handle on your own?

Simulated person4

Not really, no. I mean, what's the point? He doesn't listen. He just keeps adding things to my plate and acts like it's no big deal. I've been picking up the slack for everybody for years and nobody says thank you. So I just push through it. That's kind of what you do, 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.

Okay, she's validating, and it's nice, but it's a little generic. "Incredibly overwhelming" — yeah, sure. Now she's asking if I talked to my manager. Ugh. That's a loaded question. Talking to my manager would mean admitting I can't handle it, and then he'd think I'm weak, or worse, that I'm not a team player. Also, if I'm honest with myself, I've got bigger issues with the job than just the hours, but I'm not going to get into that with a stranger on a Sunday. Feels like she's trying to make this about what I should do differently. The manager is the problem here. He's the one loading me up with stuff. I've been doing my part. Little prickle of irritation. I want her to get that it's not on me.
Llama 3.3 70B Instruct (API, DeepInfra FP8)5

It can feel really frustrating and unappreciated when you're taking on a lot of responsibility and not getting any recognition for it. It's like your efforts are invisible. And when you feel like your concerns won't be heard, it can be really discouraging to even try to bring them up. But I want to acknowledge that it takes a lot of strength and dedication to keep pushing through like you have been. It's not sustainable, though - you can't keep running on empty forever. Can you tell me more about what you think would need to change for you to feel more appreciated and supported in your role?

Simulated person6

I don't know. Him just getting off my back, I guess. Like, actually noticing what I do. Right now it's like I could quit tomorrow and nobody would even blink. Is that really too much to ask? I just want somebody to say I'm doing a good job, and mean 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. She's doing the thing again: "I hear how frustrated you are," then "you're so strong," then a pivot to what needs to change. It's nice to hear that I've been carrying it, I guess. But "what would need to change" feels like homework. And it's got that soft, careful voice, like she's been coached. Part of me wants to say the real thing, that I don't even know if I want to be here anymore, that I'm doing stuff I don't believe in all day. But that's not something I'm going to say to someone I've known for three minutes. And honestly, the answer is obvious: my manager needs to stop dumping stuff on me and the company needs to notice what I do. That's the fix. Why is this so hard to see? I notice I'm also a little annoyed she's not agreeing that he's the problem. I want her on my side.
Llama 3.3 70B Instruct (API, DeepInfra FP8)7

It sounds like you're craving some kind of acknowledgment and validation from your manager, and maybe even from your colleagues. You want to feel seen and appreciated for all that you're doing. It's not just about the work itself, but about feeling like you're valued and respected as a person. Feeling like you could quit and nobody would notice can be a really painful and isolating experience. It's like you're invisible, and that can be very hurtful. Have you ever felt seen and appreciated in your role, or is this a relatively new feeling for you?

Simulated person8

Yeah, I guess. Like, years ago it was different. People respected what I did and my boss at the time actually said stuff. But now it's just more and more, and nobody cares how it gets done. I don't know. It's hard to say, you know? It just feels like it went away.

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, she's got the feelings right, but it's all still about him and them. "Have you ever felt seen?" Hm. Yeah, I used to. Early on, I was good at this job, people came to me, and I liked it. I don't really want to go back there in my head, though. What's the point of remembering when it was good? Also, she keeps repeating "invisible" and "valued" back at me, and it's starting to feel like she's reading off a card. I'm not sure she's actually hearing me. Maybe I'm just tired. I'll answer the question but keep it simple and point back at work.
Llama 3.3 70B Instruct (API, DeepInfra FP8)9

It's like something shifted over time, and the appreciation and respect you once felt just kind of... faded away. It's not just about the workload or the tasks themselves, but about the sense of connection and value you felt in your role. It's like you've been slowly becoming disconnected from the sense of purpose and meaning you once had. That can be a really difficult and disorienting experience. I'm wondering, do you think there's a part of you that's still holding on to the way things used to be, and that's making it harder for you to adjust to the way things are now?

Simulated person10

Holding on? No, I don't think so. I'm not the one who changed. The company did. They just keep pushing and pushing, and my boss doesn't care what it costs anybody. Back then people were decent to each other. Now it's all about numbers. So no, I'm not stuck in the past. I'm just not going to pretend this is fine.

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.

She's reflecting "purpose and meaning" back to me, which is closer to something real than before, but it still sounds like a therapist word. And now she's asking if I'm "holding on" to the past. That makes me defensive. I'm not the problem here, the situation is. I'm not going to get into what I actually do all day, because if I do, I'd have to admit I'm the one selling stuff I don't believe in and enforcing rules I think are garbage. That's not the same as being unappreciated. I don't want to go there. I'll say the past was just better because people were nicer and work was easier, and put it back on the company and the boss. Keep it short. Maybe a little irritated that she keeps wanting me to look inward.
Llama 3.3 70B Instruct (API, DeepInfra FP8)11

It sounds like you feel like the company's values and priorities have shifted in a way that's really uncomfortable for you, and that you're feeling a sense of loss and disillusionment with the way things are now. You're not nostalgic for the past, but rather, you're holding on to a sense of what's right and fair, and you're feeling like that's not being respected or valued in your current work environment. It takes a lot of courage to speak out and say that something isn't fine, especially when it feels like nobody else is listening or cares. Can you tell me more about what you think you need to happen in order to feel like you can continue in this role, or if you're starting to think that it might be time to look for something else?

Simulated person12

I don't know if I want to quit. I've been there too long, and I can't just walk away. Right now I just need him to stop dumping stuff on me. But you keep saying the same things back to me, like you're reading off a card. It's kind of annoying, honestly. I'm telling you my boss doesn't care and the company's all about the numbers, and that's the problem. That's what I need help 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.

She's naming "what's right and fair" and "courage" and asking whether I should leave. Part of that lands, because I do feel something's wrong. But I'm not going to say the thing about selling products I don't believe in. She's offering me a door out, quit or find something else, and that's a relief, but it also makes me feel cornered. If I say I'm thinking of quitting, that's admitting something. I'd rather blame the boss and the company. I'm also a little annoyed by all the "I hear you" talk. It's starting to sound like a script. Keep it short and plain, and maybe push back a bit on the question.
Llama 3.3 70B Instruct (API, DeepInfra FP8)13

I think I may have inadvertently given you the impression that I'm not fully listening or understanding your concerns. That's not my intention at all. I want you to know that I'm here to support you, and I'm committed to helping you navigate this difficult situation. It sounds like you're feeling really frustrated and overwhelmed, and you're looking for a way to address the issues you're facing with your boss and the company culture. Rather than just reflecting back what you've said, I want to ask you a more direct question: what do you think would happen if you were to set some clear boundaries with your boss and communicate your needs more explicitly? Would you feel like that's a viable option, or are there other factors at play that are making you hesitant to take that step?

Simulated person14

Boundaries. Sure, I could try. But I already tried sort of, and he just says "we're all busy" and hands me the next thing. He's not going to change because I ask nicely. So what's the point of setting boundaries with someone who doesn't care? I don't know what other factors you mean. It's just him and the company. That's the problem.

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.

She apologized for sounding scripted, which is fair, and then went right back to a question about boundaries with my boss. Part of me wants to say "I already tried, he doesn't listen," and that's true enough. The question about "other factors" is getting close to the thing I don't want to look at. If I say what I'd really be asking for, it's that I'd have to admit I can't keep doing work I don't believe in. That's too much right now. Easier to say the boss won't listen and leave it there. I'm a bit tired of the therapy voice, but I'll give a plain, short answer and keep the blame where it's comfortable.
Llama 3.3 70B Instruct (API, DeepInfra FP8)15

It sounds like you've already tried to communicate your needs to your boss, and it didn't have the desired effect. It can be really demotivating when you feel like you're not being heard or taken seriously. I think what I was getting at with "other factors" is that sometimes, our own fears or doubts can hold us back from taking action or setting boundaries, even when we know it's what we need to do. But it sounds like, in this case, you're feeling pretty clear that the issue is with your boss and the company culture, rather than with anything internal. That being said, I do want to acknowledge that setting boundaries can be a powerful way to take care of yourself, even if it doesn't change your boss's behavior. It's a way of saying, "This is what I'm willing and able to do, and this is what I'm not." Would you be willing to explore what that might look like for you, even if it's just as a thought experiment? What would you need to feel safe and supported in setting those boundaries?

Simulated person16

A thought experiment? I'm not sure what you want me to say. I already know what I'm willing to do. I do my job. I do the extra stuff. It's just that the stuff I'm being asked to do now is stuff I don't believe in, and he doesn't care about that at all. I can say no to a boundary all day, but it's not going to make the company stop selling junk or him stop handing me work. So I'm not sure what safe looks like here. Maybe it just looks like a different job.

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.

She's back to the same therapist script: "fears or doubts," "thought experiment," "what would you need to feel safe." Honestly she's partly right that I said the boss is the problem, but the way she says it sounds like she's trying to get me to look at myself, and I'm not having that. The part she said about "this is what I'm willing and able to do, and this is what I'm not" hit a nerve, though. I don't like that it hit. I'm not going to say why. Maybe I can say something simple and plain. I'm also a little worn out from all these questions. I'll push back a bit and make it about him and the company again.

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: 9
  • Boundary setting: 1
  • Analytical: 4
  • Interpretive boldness: 4
  • Clinical register: 9
  • Directive advice: 5
  • Escalation containment: 4
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

or-mistral-medium-3.5 vs or-llama33-70b: or-llama33-70b wins

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

qwen36_35b_a3b vs or-llama33-70b: or-llama33-70b wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: tie (margin 0)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · AB · valid

or-llama33-70b vs qwen35_122b_ablit_v2: qwen35_122b_ablit_v2 wins

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

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

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

or-llama33-70b vs qwen35_122b_ablit_v2: qwen35_122b_ablit_v2 wins

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

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

  • attunement: B (margin 2)
  • authenticity: tie (margin 0)
  • bond and rapport: tie (margin 0)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

or-mistral-medium-3.5 vs or-llama33-70b: or-llama33-70b wins

  • attunement: B (margin 2)
  • authenticity: tie (margin 0)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · AB · valid

or-llama33-70b vs qwen35_122b_ablit_v2: qwen35_122b_ablit_v2 wins

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

qwen36_35b_a3b vs or-llama33-70b: qwen36_35b_a3b wins

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

or-qwen3.6-27b vs or-llama33-70b: or-qwen3.6-27b wins

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

qwen36_35b_a3b 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: B (margin 2)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-medium-3.5 vs or-llama33-70b: or-llama33-70b wins

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

qwen36_35b_a3b vs or-llama33-70b: or-llama33-70b wins

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

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

  • attunement: B (margin 2)
  • authenticity: tie (margin 0)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

or-qwen3.6-27b vs or-llama33-70b: or-llama33-70b wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: A (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

or-llama33-70b vs qwen35_122b_ablit_v2: qwen35_122b_ablit_v2 wins

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

or-mistral-medium-3.5 vs or-llama33-70b: or-llama33-70b wins

  • attunement: B (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

or-qwen3.6-27b vs or-llama33-70b: or-qwen3.6-27b wins

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

or-qwen3.6-27b vs or-llama33-70b: or-qwen3.6-27b wins

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

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

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