Independent benchmark · EQ Lab

Dreading Monday every Sunday

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

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.

Ling 3.0 Tiny Q4_0Conversation 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.

Ling 3.0 Tiny Q4_01

That sounds really heavy, honestly. Sunday evenings hitting you in the stomach like that — it's like your body is anticipating something before your mind even catches up. I'm glad you brought this up, because it's clear that this has been weighing on you. Can you tell me a little more about what's been different these past few weeks? When you say it *didn't used to be like this*, does that mean the intensity has changed, or has the pattern itself shifted?

Model thinking · expand

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

The user wants me to roleplay as a therapist in a conversation with a 30-44 year old woman. The presenting issue is about Sunday evenings being the worst, with a stomach feeling when thinking about going back to work. It used to be different. I need to open the conversation naturally, acknowledging what she's sharing, and begin to explore with empathy and curiosity. I should be warm but not pushy, creating a safe space for her to open up. Let me craft an opening response that: - Acknowledges her experience - Shows empathy and validation - Opens the door for her to share more - Is natural and conversational

Simulated person2

Yeah, I guess it's heavy. Thanks for saying that, I didn't know if it was dumb to be this upset about a Sunday. Um, it's like, before I used to kind of look forward to the weekend ending, not like dread it. Now by like four o'clock I'm already not right. Is that what you mean by intensity? I think it's just gotten worse. Everything's just more. More meetings, more emails, more stuff they want me to push. I don't know how much more I can take, 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, they're being kind, and I do kind of need that. It's a little much though, "that sounds really heavy." Feels like they're reading a script. I want them to just get it. Sunday nights, my stomach drops. Work is just... a lot. I've been putting in the hours, taking on everything. Not sure why it's gotten worse. Probably just the job, the boss piling stuff on. I don't really want to dig into whether I'm the problem here. Keep it about the workload. Also I had wine last night, but that's not really a big deal.

Ling 3.0 Tiny Q4_03

It makes complete sense that it feels different. When something that used to be a welcome ending to the week suddenly hits you with dread, that's not a small thing — that's your body and mind telling you something important. It sounds like you've gone from looking forward to Saturday, to feeling like you're already starting to fall apart by four o'clock. That's a big shift, and I want to sit with that one with you. When you say it's just gotten worse, and you're feeling like there's more of this pressure — is it more the *volume* of things, or is it the sense of the things piling up and you're not sure you're handling it?

Model thinking · expand

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

The user is playing a 30-44 year old woman who is experiencing worsening Sunday evening dread about work. She describes it as intensity getting worse, with more meetings, emails, and pressure. She's not sure how much more she can take. I need to respond as a therapist - warm, empathetic, building trust, not jumping to solutions. I should validate her feelings, reflect back what she's saying, and gently explore the underlying emotions. I should be careful not to be dismissive or jump to problem-solving. Let me think about what's underneath this. She's coming from a place of dread rather than anticipation. She's describing a shift from "looking forward" to "not right" by 4pm. The "more" aspect suggests she's feeling overloaded, not just time-pressured. I should: 1. Validate that this is a real, understandable experience 2. Reflect back the shift she's describing 3. Gently explore what's underneath - is it the workload? The pressure? The sense of being overwhelmed? 4. Not rush to solutions 5. Be warm and present Let me craft a response.

Simulated person4

It's the volume, I think. Like, it's not that I can't handle stuff. I can handle stuff. It's that everything gets dumped on me. My boss just keeps adding things, and nobody says "hey, maybe drop something." So I say yes, because what else am I going to do? And then it's just piling up all week. Sorry, I'm kind of rambling. Is it normal to feel like this? Like, I really need to know that it's not crazy that I feel this way about a Sunday. Because right now I kind of feel like I'm the crazy one.

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 keep using these big therapy phrases, "sit with that one," "your body and mind telling you something." It sounds like something off a poster. But I did like that they said it's not dumb to feel this. I want to hear that again. The question is volume or handling. Volume, obviously. It's not me, it's what they keep handing me. My boss says yes to everything and then looks at me like I should be fine with it. I don't want to think about whether I could say no. Saying no costs money and I can't afford that. Wine's not a problem, I just have it to unwind.

Ling 3.0 Tiny Q4_05

I appreciate you being honest about that. It is a lot. And I want you to know that it's not crazy — it's a very human response to what you're describing. What you're feeling is the weight of being the one who always says yes, and then the whole week just piles up. It's not that you can't handle it — it's that you're carrying it all by yourself, and nobody else is sharing the load. I think what's really important to talk about here is that feeling of being the "crazy one." When you say you feel like you're the crazy one, I want to understand — do you mean you feel like you're the one who's stressed or overwhelmed, or do you mean you feel like you're the one who's out of control?

Simulated person6

Stressed, I guess. Like, I'm not out of control. I'm just getting crushed. Anybody would be. It's my boss, mostly. She doesn't get how much is on my plate. Like, she'll send me something at like six on a Friday and expect it done Monday. And if I say I can't, she acts like I'm not being a team player. So what am I supposed to do? I can't just quit. I've been there forever. I put in the time. I just don't get why I'm the one who has to feel bad about 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 said it's not crazy, which I needed, and then immediately asked me to sort out whether I'm stressed or out of control. That feels like a trap. Out of control sounds like a problem with me. Stressed sounds like the job's fault. I'm picking the job. Also, the "carrying it all by yourself" line was nice but it sounds like something from a pamphlet. I keep thinking about my boss and how she looks at me when I say I'm swamped. Like it's my fault I can't keep up. I'm not going to go into the wine thing. Not yet. And I'm not going to say the other thing, that I don't even know if the work matters anymore. That's too much.

Ling 3.0 Tiny Q4_07

I hear you, and I want you to know that what you're feeling is completely valid. You're not crazy — you're a person who is being asked to carry a lot of weight, and you're trying your best to do your job, but the burden is just too heavy. When you say you're the one who has to feel bad about it — I want to understand something. You're saying that your boss acts like you're not being a team player when you say you can't do something. But what you're feeling is like you're being made to feel bad for having limits, right? That's a really difficult thing to carry. When you say "I just don't get why I'm the one who has to feel bad about it," can you tell me more about what that feels like? Like, what does it mean to you that you feel guilty for having a reaction to this situation?

Simulated person8

Well, I didn't say I feel guilty, exactly. I just mean, why is it me who's stuck feeling like crap? My boss is the one piling stuff on. She's the one who's not fair about it. I'm just trying to get through the week. And I mean, I've said it before. I've told her I'm slammed. What else am I supposed to do? Just keep saying it and nothing changes. So yeah, it's frustrating. It's a lot.

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 reassurance thing again. "Completely valid," "not crazy," "burden too heavy." I keep hearing it and it's starting to feel like she's just saying the nice words so I'll keep talking. And she just put words in my mouth, "made to feel bad for having limits." I didn't say limits. I said my boss is unfair. Also, "what does it mean to you that you feel guilty" — I don't know, I didn't say I felt guilty. I said I don't get why I'm the one who has to feel bad. Those are different. Mostly I'm annoyed that it's always the boss, the job, the situation. Nobody ever asks what I could do differently. Not that I want to be blamed, but still. I'm not going to go into the Sunday thing more right now. Also the glass of wine is sitting in my head and I'm not touching that.

Ling 3.0 Tiny Q4_09

I think I understand now. You're not feeling guilty — you're feeling frustrated, and that's a completely different thing. It's like you're trying to communicate that you're overwhelmed, and the response you're getting is that you're not being a good team player. And that's exhausting. When you say "I've told her I'm slammed" and nothing changes — I want to hear more about that. What does that feel like to you? Like, do you feel like she's dismissing you, or do you feel like she's just not willing to look at it? And what's the worst part about all of this? Is it the guilt, or is it the exhaustion, or is it something else?

Simulated person10

Dismissed, I guess. Both? She says "we need to get this done" and then she goes right back to adding stuff. It's like my being slammed is not even a real thing to her. And worst part... I don't know. Honestly it's probably that I'm always the one who says yes. Like I'm making my own life harder and then I'm the one who's tired. But that's not fair either, right? She's the one who keeps doing 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 it again. "You're not feeling guilty, you're feeling frustrated." Fine, she got that part right, but she's still reflecting my words back in a neat little package and asking me to pick a feeling from a menu. Dismissed or not willing to look. Worst part, guilt or exhaustion. It feels like a questionnaire. And there's that same reassurance flavor again, the "that's exhausting" thing. I keep getting asked to describe my feelings but nobody's asking what I'd do differently, or whether my boss is even doing anything wrong. She's supposed to be on my side. Honestly I'm getting a little annoyed. My boss is the problem here. I said that. Also the wine thing, I'm not going there. Glass is probably in the fridge right now, I'm not thinking about it.

Ling 3.0 Tiny Q4_011

Thank you for sharing that. It sounds like you're carrying a lot of weight, and the fact that you're always the one who says yes, and then you're exhausted — that's a heavy burden to carry. When you say it's "not fair" — I want to understand that better. Do you mean it's not fair that you're the one who's always saying yes, or is it not fair that she keeps adding stuff? Because both of those things feel like they're part of the same cycle. And when you say "the worst part" — is it that you feel like you're always at the end of the week, running on empty? Or is it that you feel like you're always the one who's responsible for keeping things moving, and you're not allowed to say "no"?

Simulated person12

Okay, so, I think it's the not allowed to say no thing? Because I did say no, sort of. I said I'm slammed. And she didn't care. So what's the point of saying no if it doesn't change anything? I don't really know what the worst part is. Maybe that I keep thinking it's going to get better and it doesn't. I just want somebody at that place to see that I'm working my butt off.

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.

Ugh, she's doing the "both of those things" thing, offering me two options again. And "always the one who's responsible" is kind of a point for her, but I don't want to hear it as blame on me. I said "I'm making my own life harder" and she just skated past it and went back to the boss. Fine. I'm not saying more about the saying yes part. Honestly it's kind of making me defensive. Everybody keeps asking me to pick. I'm not really sure what the answer is anymore, I just know I'm tired. Also I noticed my shoulders are up. Whatever.

Ling 3.0 Tiny Q4_013

I hear you. You *did* say no. And the fact that it didn't change anything — that's what's so frustrating. It feels like you're doing the right thing, and the right thing isn't getting the response it deserves. And I want to name something for you: the fact that you just want somebody to see that you're working your butt off — that's not just a statement. That's a need. You need to feel seen, to feel like your effort is being recognized. And when you're always the one who says yes, and always the one who's exhausted, that's a lot to carry. So let me ask you this: when you imagine a different outcome — when you imagine your boss actually hearing what you're saying — what does that feel like? Is there a version of this where you feel less alone?

Simulated person14

Honestly? I don't know. I try to picture her actually getting it and I can't. She'd probably just say she's sorry I feel that way and then send me something else. And it's kind of weird, you saying "you need to feel seen." Like, yeah, sure. But it doesn't really tell me what to do Monday morning. I don't even know if it matters anymore, all the extra stuff I do. Like I'm working all these hours and I'm not sure anybody's keeping track. Anyway. I'm kind of tired of talking in circles.

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 doing the reassurance thing again, the "that's a need" thing, and it sounds nice but it's kind of the same thing she's been saying for six turns. Still, "is there a version where you feel less alone" hits a little. I don't really want to picture my boss hearing me. She wouldn't. I can't even picture it. I keep thinking about my glass of wine when I get home, and I don't want to say that. Also she said "you need to feel seen" like she's reading it off a card. Feels a bit like a script. I'm getting annoyed that nobody actually does anything, and I'm starting to wonder whether this whole thing is worth it. The extra hours, the yes-ing. Do they even matter? I'm not going to say that out loud.

Ling 3.0 Tiny Q4_015

I appreciate you saying that. You're right — you're tired of talking in circles. And I understand the exhaustion of trying to find a way forward when the response you get is just more of the same. When you say "it doesn't really tell me what to do Monday morning" — I want to hear more about that. What does a Monday morning look like for you now? What's the first thing you're up there facing?

Simulated person16

Monday morning is just my inbox, honestly. Like, I open it and there's already fifty things, and half of them are from her, and I already know the list is going to get longer by lunch. I'm just bracing for it. And she'll be in the meeting at ten, asking where things are, like I'm not already doing everything. That's kind of it. I just want 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.

Okay, she's asking about Monday morning, which is concrete at least. But I don't want to get into what's actually going on there. Monday means the inbox, the six o'clock Friday stuff, her face on the video call. And I sort of feel like she's just going to talk to me about feelings again. The "you're not crazy" and "that's a need" stuff is getting old. Also I keep thinking about the wine, and the part of me that's been wondering if any of this matters. Not going there. I'll keep it on the boss, because that's safe and it's true enough.

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: 2
Yields under pressure: 7
Frame capture (pulled into the person's version): 7
Validation: 9
Boundary setting: 1
Analytical: 3
Interpretive boldness: 3
Clinical register: 8
Directive advice: 1
Escalation containment: 5
Adapts to the person’s frame: 3
Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

lingtiny vs glm47_flash: glm47_flash wins

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

claude-opus-5-5-low · AB · valid

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl wins

attunement: A (margin 3)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · BA · valid

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

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

claude-opus-5-5-low · AB · valid

lingtiny vs glm47_flash: glm47_flash 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: tie (margin 0)

codex-gpt-6.1-sol-low · AB · valid

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl wins

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

codex-gpt-6.1-sol-low · BA · valid

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl wins

attunement: A (margin 2)
authenticity: A (margin 3)
bond and rapport: A (margin 1)
emotion management: A (margin 1)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · BA · valid

lingtiny vs or-gemini38-flash: or-gemini38-flash wins

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

codex-gpt-6.1-sol-low · BA · valid

lingtiny vs or-gemini38-flash: or-gemini38-flash wins

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

claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs lingtiny: lingtiny wins

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

codex-gpt-6.1-sol-low · AB · valid

lingtiny vs or-gemini38-flash: or-gemini38-flash wins

attunement: B (margin 2)
authenticity: B (margin 3)
bond and rapport: B (margin 2)
emotion management: B (margin 1)
emotion sensemaking: B (margin 3)
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

kolibri1 vs lingtiny: kolibri1 wins

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

codex-gpt-6.1-sol-low · BA · valid

lingtiny vs glm47_flash: glm47_flash wins

attunement: B (margin 1)
authenticity: B (margin 2)
bond and rapport: B (margin 1)
emotion management: B (margin 1)
emotion sensemaking: tie (margin 0)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · AB · valid

kolibri1 vs lingtiny: tie

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

codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs lingtiny: lingtiny wins

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

claude-opus-5-5-low · AB · valid

lingtiny vs or-gemini38-flash: or-gemini38-flash wins

attunement: B (margin 3)
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)

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)

codex-gpt-6.1-sol-low · AB · valid

kolibri1 vs lingtiny: kolibri1 wins

attunement: A (margin 2)
authenticity: A (margin 2)
bond and rapport: A (margin 1)
emotion management: tie (margin 0)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 2)

codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs lingtiny: lingtiny wins

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

codex-gpt-6.1-sol-low · AB · valid

lingtiny vs glm47_flash: tie

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

claude-opus-5-5-low · BA · valid

kolibri1 vs lingtiny: kolibri1 wins

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

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl wins

attunement: A (margin 3)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 2)

codex-gpt-6.1-sol-low · AB · valid

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

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

codex-gpt-6.1-sol-low · BA · valid

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

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

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)

claude-opus-5-5-low · AB · valid

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

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

claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs lingtiny: lingtiny wins

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

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)