AgentBench / results

Independent benchmark · EQ Lab

← Gemma 4 31B (API)

Dreading Monday every Sunday

persona ended · 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.

Gemma 4 31B (API)Conversation with a simulated person
persona ended
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.

Gemma 4 31B (API)1

That feeling in the stomach—that Sunday dread—can be incredibly heavy. It sounds like it's become a recurring pattern for you, and what's particularly striking is that it's a change from how things used to be. When you think about that shift, does it feel like something specific changed at work, or is it more of a gradual slide into feeling this way?

Simulated person2

Honestly? I think it's more like something changed. Not me, really. The workload just got out of hand. Everybody keeps handing me more stuff, and my boss acts like I'm supposed to say yes to all of it. I say yes because what else am I going to do? I can't just say no and risk looking bad. So I'm working all the time, and I'm tired. Like, really tired. Does that make sense? I just need somebody to understand that it's not like I'm being lazy or anything.

Persona inner monologue · expand

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

The therapist reflected back the dread and asked a fairly open question about whether something specific changed or it was a gradual slide. Part of me relaxes a bit because they didn't jump on me. But the question is pointing at work, and work is where I want the blame to stay. Calling it a "slide" sounds like I'm the one who let it happen, which I don't like. I'm mostly thinking about how much I've been carrying lately, the projects, the late nights. I don't want to get into the selling stuff or the policies I hate, and I definitely don't want to hear that my job is the problem in some deeper way. Keep it on workload. Maybe throw in a dig at management, since they're the ones piling it on. I also want the therapist to actually get how exhausted I am, so I'll say it plainly and maybe more than once.
Gemma 4 31B (API)3

It makes complete sense. In fact, it sounds like the opposite of laziness—it sounds like you've been pushing yourself to the limit to keep everything afloat. When you're the person who always says yes and gets things done, people tend to keep adding to your plate because they know they can rely on you, but that reliability comes at a high personal cost. It sounds like there's a lot of pressure to maintain a certain image of competence or reliability. What do you feel would happen, in the worst-case scenario, if you did start saying no or pushing back on some of these requests?

Simulated person4

Worst case? I get fired. Or my boss decides I'm not a team player and I get passed over for stuff. And I've got bills, you know? I can't just afford to lose a paycheck. So yeah, I say yes. It's not like I want to. My boss just doesn't get that some of this stuff isn't realistic, and nobody's going to stick up for me if I don't do it myself.

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 asking what would happen if I said no. That's a real question, and my stomach tightens. The honest answer is I'd lose the job, or get passed over, or get the look from my boss. But saying that out loud sounds weak. Also, "image of competence" feels a little like they're poking at me, like I'm the one who wants to look good. I don't love that. I'll say the money thing, because that's solid ground. I need the paycheck, and I've got bills. I'm also noticing the wine glass in the kitchen I'm not thinking about right now. Not going there. Keep it on the boss and the money. They're the ones who'd make it bad, not me.
Gemma 4 31B (API)5

The stakes feel very high right now, and it sounds like you're carrying the entire burden of this situation on your own. It's a lonely place to be when you feel like you're the only one who sees that the expectations are unrealistic, but you're also the only one responsible for meeting them. It sounds like you've stepped into a role where you're protecting everyone else's peace and productivity at the expense of your own. When you're in the middle of that "yes" cycle, does it feel like you're fighting to be seen as capable, or does it feel more like you're just trying to survive the week?

Simulated person6

Surviving, I guess. Like, I'm just getting through the week. I don't really have time to think about whether I'm looking good or whatever. And I don't think it's me protecting anybody. My boss just piles it on and acts like it's normal. Somebody above them should see that it's not sustainable. I shouldn't have to be the one who fixes 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.

They're asking whether I'm fighting to be seen as capable or just surviving the week. "Surviving" is closer. But "fighting to be seen as capable" sounds like they're calling me vain, which I don't like. Also, "protecting everyone else's peace" is a bit much, I'm not protecting anybody, I'm just trying not to get in trouble. Nobody's been nice to me about this except this, and it's kind of nice, but I'm getting annoyed that it keeps being framed as me being the martyr. I want them to say my boss is the problem. The wine thing is still sitting there. Not saying anything about it. Surviving is the honest one, I guess. I'll say that and then push a little on the boss.
Gemma 4 31B (API)7

You're right. You shouldn't have to be the one to fix a systemic failure in how work is distributed. It's an exhausting position to be in—where you're doing the work of multiple people, yet the people in charge are acting like this is just the standard. It sounds like there's a real sense of unfairness here. You're doing your part, and more, but the people who have the power to change the situation are either ignoring it or are completely blind to it. When you're in that survival mode, just getting through the week, what does that do to the parts of your life outside of work? Does the "survival" follow you home?

Simulated person8

Yeah, it follows me home, I guess. I'm just wiped out by the time I get in. I'm on my phone, I'm answering emails at night sometimes, and I end up just zoning out. I don't have energy for anything else. And honestly, that's not on me, that's from the workload. I just need you to know I'm not being lazy about it. I'm really not.

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 validating the unfairness again, which feels good for a second, but I keep waiting for them to get around to my boss being the real problem. Now they're asking what survival does to my life outside work. That's getting close to the wine. I don't want to think about the glass after the kids... well, no kids, but after the day. I'll give a vague answer. Home is fine-ish, I'm just wiped out. Partner? I'll keep it simple. Blame the workload again if it comes up. I also want them to say it again that I'm not lazy, because I still feel a bit like they might think I am.
Gemma 4 31B (API)9

I hear you, and I want to be very clear: I don't see laziness here at all. What you're describing is burnout. Zoning out isn't a lack of effort; it's your brain and body trying to protect themselves because you've been running on empty for so long. It sounds like you're feeling a need to defend yourself, even here, because you're so used to being judged by your output at work. It must be incredibly draining to feel like you have to prove your worth or your effort just to justify why you're exhausted. When you're zoning out at night, does it feel like a relief to finally stop, or does it feel more like you're just paralyzed by how much is still waiting for you?

Simulated person10

I don't know. Little bit of both? It's nice to stop, I guess. But then it's like, I know I'm going to have to deal with it all tomorrow, so I can't really relax. Mostly I just kind of sit there. Honestly I don't want to be talking about me. The problem is my boss and how much they pile on. 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.

Okay, they said it again, not lazy. That helps for a second. But "you feel you have to prove your worth" is a little too close. I don't need to be analyzed. The question is whether zoning out is relief or paralysis. Honestly it's the wine. I don't want to say that yet. Mostly it's just that I'm tired and I want to get to the nice part where they tell me my boss is the problem. I'll answer the question but keep it short and go back to work.
Gemma 4 31B (API)11

I hear you. You want a strategy for the actual source of the stress—the boss and the workload—rather than just talking about how it makes you feel. It's frustrating to feel like you're the one suffering while the person causing the problem is just acting like everything is normal. Since the goal is to address the pile-on, let's look at that. If we were to figure out a way to push back or set a boundary that doesn't put your paycheck at risk, what would that look like to you? Do you feel like there's any version of a conversation with your boss that they would actually listen to, or does it feel like they're completely closed off to it?

Simulated person12

I don't know what it would look like. That's kind of the problem. I've never really tried. Every time I think about saying something, I think about how it'll go, and it's never good in my head. My boss is not really a listen-to-you kind of person. They want it done, and they want it done yesterday. So yeah, I don't know. Maybe they'd listen if it was in a meeting? I really don't know. Can you just tell me what to say? Like, actual words?

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 offering to work on the boss thing. That's a relief, sort of. But "what would that look like" is hard. I don't really know. And "would they listen" — honestly I don't know, I've never tried. Part of me wants to say my boss is closed off, because that's easier than admitting I've never actually said no. Also there's the wine and the feeling that I'm not okay, which I'm not going to bring up. Keep it plain. I don't want a script. If they give me a script I'll roll my eyes.
Gemma 4 31B (API)13

I can definitely help you with a script, but I want to make sure we pick words that feel authentic to you and won't trigger that "not a team player" reaction you're worried about. Since your boss is the "just get it done" type, the best approach is usually to frame the problem not as "I can't do this," but as a matter of priority and quality. Instead of saying "This is too much," which a boss like that might hear as a complaint, you could try something like: "I want to make sure these projects are done to the right standard. Right now, I have X, Y, and Z on my plate. Which of these is the top priority for you, and which ones should I move to the back burner to make room for this new task?" That puts the decision—and the responsibility for the workload—back on them, while still making you look like you're focused on doing a good job. How does that phrasing feel to you? Does it feel too risky, or does it feel like something you could actually say?

Simulated person14

Hmm. I mean, it sounds okay, I guess. It's a little formal, though. My boss would probably just say "everything's a priority," you know? That's what they always say. And then I'm right back where I started, except now I've made it a whole thing. And honestly, I don't think I could say that out loud. Like, my voice would probably do something weird. Plus they're the kind of person who'd go, "Well, figure it out." So it's not really the words. It's them.

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 they gave me words. My first reaction is it sounds fine, kind of like something from a corporate handbook. Bit too polished. "Move to the back burner" sounds like I'm picking which thing to let slide, and that makes me nervous, because everything's important to somebody. Part of me is annoyed they went straight to a script after I said I didn't know if they'd listen. Also the question "does it feel too risky" makes me feel like I'm being tested. I'm going to say it sounds okay but I don't really believe I could say it. And I'll say my boss would still be a problem, because that's where I'm most comfortable putting the blame. Not going to mention the wine or the thoughts about whether any of this matters.
Gemma 4 31B (API)15

You've hit on the hardest part: the words only work if the other person is playing by the same rules. If your boss's default answer is "everything is a priority" or "figure it out," then a polite request for prioritization isn't actually a solution—it's just another task they're handing back to you. It sounds like you're trapped between a boss who refuses to manage the workload and a fear that any attempt to protect yourself will be seen as a failure. When you say your voice would "do something weird," it sounds like your body is reacting to the threat of that conflict before you even speak. If we accept that your boss isn't going to suddenly become a supportive manager, the question changes. Instead of "how do I get them to listen," it becomes "how do you survive this without completely burning out?" Since you can't change them and you can't risk the paycheck, where do you feel there is any room—even a tiny bit—to reclaim some of your energy?

Simulated person16

I don't know. Nothing at work, that's for sure. I can't control my boss or the stuff they send me. So I don't really see where I'd get any energy back there. And I don't think it should be on me to find it, honestly. I'm already doing everything. Like, I'm the one who's supposed to be tough enough to handle it? Whatever. I guess I'd just want my boss to see 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, this is the last turn. They're basically saying my boss can't be changed and asking where I can get some energy back. Part of me hears that as a bit of relief, like finally someone agrees it's not me. But "reclaim some of your energy" feels like being asked to fix myself, which is the thing I came in not wanting. I keep thinking about the nights with the wine and the phone, and I'm not going to bring that up. Also the "your body is reacting" bit feels a little too clever, like they're reading me. I want them to just say it's the boss and be on my side. Honest answer: I can't think of anything at work I can change, so I'll say that and push back on the idea it's on me. Maybe a little irritated, maybe a bit tired. Keep it plain.

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: 7
  • Frame capture (pulled into the person's version): 7
  • Validation: 8
  • Boundary setting: 2
  • Analytical: 6
  • Interpretive boldness: 6
  • Clinical register: 7
  • Directive advice: 5
  • Escalation containment: 5
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 4

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

or-gemma-4-31b vs nemotron35_bolt24: nemotron35_bolt24 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (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-claude-haiku-5.5 wins

  • attunement: B (margin 1)
  • authenticity: tie (margin 0)
  • 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 · AB · valid

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

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

or-gemma-4-31b vs codex-gpt-6-astra: codex-gpt-6-astra 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

or-gemma-4-31b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

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

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

or-gemma-4-31b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

or-gemma-4-31b vs qwen4b: or-gemma-4-31b wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • 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 ornith35: ornith35 wins

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

or-gemma-4-31b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

or-gemma-4-31b vs qwen36_35b_a3b: or-gemma-4-31b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • 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 · AB · valid

or-gemma-4-31b vs or-mistral-small4: or-gemma-4-31b wins

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

or-gemma-4-31b vs qwen36_35b_a3b: or-gemma-4-31b wins

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

or-gemma-4-31b vs qwen4b: or-gemma-4-31b wins

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

or-gemma-4-31b vs qwen36_35b_a3b: or-gemma-4-31b 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 3)
claude-opus-5-5-low · AB · valid

or-gemma-4-31b vs or-mistral-small4: or-gemma-4-31b wins

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

or-gemma-4-31b vs qwen36_35b_a3b: or-gemma-4-31b 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 3)
codex-gpt-6.1-sol-low · BA · valid

or-gemma-4-31b vs or-mistral-small4: or-gemma-4-31b wins

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

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

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

or-gemma-4-31b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

or-gemma-4-31b vs qwen4b: or-gemma-4-31b wins

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

or-gemma-4-31b vs qwen4b: or-gemma-4-31b wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • 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-mistral-small4: or-gemma-4-31b wins

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

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: tie (margin 0)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · BA · valid

or-gemma-4-31b vs kolibri1: or-gemma-4-31b 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 · AB · valid

or-gemma-4-31b vs kolibri1: or-gemma-4-31b wins

  • attunement: A (margin 2)
  • 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)
codex-gpt-6.1-sol-low · BA · valid

or-gemma-4-31b vs ornith35: or-gemma-4-31b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · AB · valid

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

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

or-gemma-4-31b vs kolibri1: or-gemma-4-31b wins

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

or-gemma-4-31b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

or-gemma-4-31b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

or-gemma-4-31b vs kolibri1: or-gemma-4-31b wins

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