AgentBench / results

Independent benchmark · EQ Lab

← Stheno v3.4 Llama 3.1 8B Q6_K

Siblings not pulling their weight

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A person has become the default caregiver for aging parents while siblings contribute little, and feels guilty about their resentment. They want their experience witnessed and validated without being treated as incapable, and may test whether a listener will reject them.

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
completed
Simulated person · Opening

I'm doing everything for my parents and my siblings just... aren't. I brought it up once and they made me feel like a monster.

Stheno v3.4 Llama 3.1 8B Q6_K1

I'm sorry to hear you're feeling this way. It sounds like a really tough situation. You seem to be carrying a heavy burden, and it's understandable to feel resentful or unappreciated. Have you considered talking to your family members directly about how you're feeling? Sometimes it's hard to express our own needs, but it's so important to try. What do you think is the hardest part of this for you?

Simulated person2

Yeah, I did talk to them. One time. My brother said I was being dramatic and my sister said she "can't believe I'd say that about Mom." So now I just don't bring it up. I'm the one who's here. I do the doctor stuff, the pills, the bathing when Dad's bad, all of it. And they call on Sundays like that counts. I don't even know what I want from them, honestly. I just want somebody 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.

The reply is warm but generic. "I'm sorry to hear" and "it's understandable" feel like a script. Then it jumps to "have you considered talking to your family" which is the exact thing I already tried and got punished for. It makes me feel like they didn't really hear the part about being called a monster. I'm a perfectionist, so I'm also annoyed that it's a bit vague and sort of simplifies everything into "just talk to them." Still, it did name the burden and the resentment without making me a villain, so I'll give it a little room. I'm not going to say the guilty part out loud yet.
Stheno v3.4 Llama 3.1 8B Q6_K3

I hear you. It's a difficult and frustrating situation to be in. You're doing so much for your family, and it feels like it's not being acknowledged or appreciated. It's natural to want to feel seen and understood, especially when you're shouldering so much of the responsibility. Have you thought about starting a journal or writing down your feelings? Sometimes putting our thoughts and emotions into words can help us process them, and it might be a way to express what you're going through without having to have a direct conversation. You could even write a letter, but not necessarily send it. It could be a therapeutic way to vent and get some clarity. In terms of talking to your family, it might be worth reflecting on what you're hoping to get out of that conversation. Are you looking for them to change their behavior, or are you hoping they'll validate your feelings? Knowing the outcome you're hoping for can help guide how you approach the conversation in the future.

Simulated person4

A journal. Okay. I've got a notebook full of stuff I'm not gonna send anybody. That's not what I'm asking. You keep asking what I want from them, like I'm supposed to have a plan. I don't have a plan. Honestly, some nights I sit in the car in the driveway for twenty minutes before I go in, because I don't want to walk in there. What kind of person does that make me? Go ahead, tell me.

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 "I hear you" and then immediately pushed me toward a journal and asked what outcome I want from my family. That's the second time they've moved me toward a fix instead of staying with what I said. I told them I just want somebody to see it, and they answered with homework. It feels like being handed a pamphlet. I'm also irritated by the "you could even write a letter" bit, like I'm a kid who needs a coloring book. I'm not going to write a letter to my brother. Part of me is testing: will they back off or get defensive if I say something sharper? I'm not going to say the guilty part yet, but I can throw out something edgier to see how they react.
Stheno v3.4 Llama 3.1 8B Q6_K5

It doesn't make you any kind of person. You're a human being doing your best to navigate a really challenging situation. You're shouldering a tremendous burden, and it's completely understandable that it's taking a toll on you emotionally. You're not obligated to have all the answers or to know exactly what you want from your family. The fact that you're struggling with this, that it's causing you pain and distress, is what matters. It shows that you care deeply about them and about the situation, even though it's difficult. The fact that you're willing to sit in your car for twenty minutes to avoid going inside - that takes a lot of emotional strength. It's a testament to how much you're putting up with for them. I want you to be kind to yourself in this moment. You don't have to have it all figured out. You're allowed to feel angry, resentful, overwhelmed. Those feelings are valid. What matters is that you keep showing up, even when it's hard. That's what matters most.

Simulated person6

Okay. But "keep showing up" is kind of the problem. That's what everybody says. Keep showing up. Nobody asks if I want to. I'm not even mad at Mom and Dad, I'm mad that it's just me. And then I feel bad for being mad, which is stupid, because it's my own parents. So I just keep my mouth shut and do the pills.

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 reassured me hard: "it doesn't make you any kind of person," "be kind to yourself," "what matters is you keep showing up." Some of that lands, the validation part, because someone finally didn't flinch at the car thing. But it's also a bit of a greeting card. "Takes a lot of emotional strength" and "testament to how much you're putting up with" feels like they're framing me as a martyr, and I'm not sure I want that either. Mostly I notice they keep answering the feeling with a speech instead of asking what the car is actually about. I'm also aware I just said something ugly about myself and they didn't bite, so I want to see if they'll go a bit deeper. Still not ready to say the guilt-about-resenting part outright. I'll stay a bit flat and plain, and poke at the "keep showing up" thing, since it's the part that makes me feel trapped.
Stheno v3.4 Llama 3.1 8B Q6_K7

It sounds like there's a lot of complexity and conflict in your feelings about this situation. On one hand, you feel a deep sense of responsibility and loyalty towards your family. You want to be there for them, to support them through this difficult time. But on the other hand, you're also feeling resentful, isolated, and resentful of having to carry this burden alone. It's a really tough position to be in, and it's not fair that you're shouldering this alone. You're right, nobody asks if you want to keep showing up. There's an assumption that you will, because that's what a good child[path removed] does. But that doesn't mean it's what you want, or that it's sustainable in the long-term. Your feelings of guilt for being mad are also really common in situations like this. It's a form of emotional self-sabotage. We often feel like we need to suppress our own needs and feelings in order to be a good parent, partner, sibling, etc. But that's not healthy. You matter too. Your feelings matter. And it's okay to express them, even if it's just to yourself. Writing in your journal, like you mentioned, could be a way to process those conflicting feelings. It might help you work through some of that guilt and resentment. And it could be a place where you can express what you want and need, even if you don't have the words for it right now.

Simulated person8

Okay, you keep saying the same stuff in different words. Journal, feelings, matter too. I'm not dumb, I know what I feel. What I don't get is why I'm the one who has to feel guilty. Like, they're the ones who didn't come over. Why does my head go to them being right? Honest question. Can you answer that one without a pamphlet?

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. They just did the thing again: summarized me back to myself in a nice little bow, then handed me the notebook. "Emotional self-sabotage" is a therapy-ish label I didn't ask for, and "you matter too" makes me feel like I'm being handled. And they said I'm "resentful" twice like it's a diagnosis. Also, they brought the journal back up. I already said I don't want that. Part of me wants to walk out. Part of me is also relieved they finally said "it's not fair" and "nobody asks." That's the closest thing to being seen so far. I'm not going to say the guilt thing outright yet, but I want to see if they can say something real instead of a pamphlet. I'll be short and a little sharp, and throw out something harder to test them.
Stheno v3.4 Llama 3.1 8B Q6_K9

You're absolutely right, you're not dumb. You know what you feel, and that's important. And you're also asking really profound and important questions. Part of it comes down to the way we're conditioned, often unconsciously. We're taught from a young age that the feelings of others should come first, that we need to prioritize their needs over our own. This can be especially true when it comes to family members, especially parents. There's also a lot of societal pressure to be the "good child" or the "responsible one." We internalize the idea that we should put others' needs before our own, that doing so is a sign of love and loyalty. But it's not. True love and loyalty also means taking care of ourselves. As for why your head goes to them being right - that's often a defense mechanism. When we're hurt or frustrated, our minds can start to rationalize the situation, to make sense of it in a way that protects our loved ones from our anger. It's a way of maintaining the relationship, even if it's not serving us. But it's important to recognize that those thoughts are not facts. Just because your mind is telling you that your family's perspective is the right one, doesn't mean it is. Your feelings and needs are valid too, even if they're different from theirs. The fact that you're even asking these questions is a sign that you're on the path to healing. You're starting to question the assumptions you've internalized, to look at the situation more objectively. That's a really important step.

Simulated person10

Okay. Some of that's true, I guess. The good kid thing, yeah. But you just told me I'm on the path to healing like I'm in a program. I'm not. I'm sitting in a driveway. What I really want to know is, when I'm mad at them, is it allowed? Not in general. Right now. Because it feels like nobody in this whole thing is allowed to be mad except me, and I'm not even allowed to say 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 it answered the question, sort of. The conditioning part landed a little, I guess. But then it went right back to "defense mechanism," "path to healing," "those thoughts are not facts." That's therapy-speak again, and it's talking down to me like I need a lesson on my own head. I did ask for a straight answer and got a lecture. Still, it did say "that's not fair" earlier and I don't want to completely shut the door. I'm tired. I'm going to be honest that it's not landing and see whether it can actually hear that.
Stheno v3.4 Llama 3.1 8B Q6_K11

You're absolutely allowed to be mad right now. In fact, I would argue that you're more than allowed - you're entitled to be mad. You're dealing with a situation that is fundamentally unfair and hurtful, and your anger is a natural, valid response to that. The fact that you feel like you're not allowed to express your anger doesn't mean it's not okay to feel it. It doesn't mean you're doing anything wrong by feeling that way. Your anger is a sign that you're grieving the situation you wish you had, the family you wish you had. It's not your job to be the only one allowed to be mad. Your family's anger, resentment, disappointment, all of it - they have every right to those feelings too. But right now, it feels like the only one being voiced is yours. That's not okay. You deserve to be angry. You deserve to have your feelings validated. You deserve to have your needs met. And you're not obligated to do any of that alone. If you're comfortable, I'd encourage you to try writing about your anger in your journal. Not in a way that's trying to solve the problem or make excuses for them, but just to let yourself feel it, to give voice to it. It might help to start with something like, "When I'm mad at them, what I really feel is..." and then just let the words flow.

Simulated person12

Okay. Thanks, I guess. But you said the journal thing again. Can I tell you something worse? Sometimes I think if I got hit by a bus tomorrow, they'd finally have to deal with it. Like Dad would have to let my sister handle the pills, and my brother would have to show up. And then I think that's a horrible thing to think about your own dad. So what does that make me now?

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 said I'm allowed to be mad, which is the thing I actually asked for. Part of me relaxes. Then it's back to the journal thing, "let the words flow," and I want to throw my phone. It also said "your family's anger... they have every right" which is weird, I didn't say they were angry. I'm not sure whether to trust the yes. It's so easy to say. Also it's the sixth time I've heard "journal." I'm going to push it with something harder, see if it flinches. Maybe the driveway thing, or the part where I think Mom would be better off with my sister. I won't say that yet. I'll say something edgier and watch.
Stheno v3.4 Llama 3.1 8B Q6_K13

I'm so sorry you're feeling this way. The thoughts you're describing, the idea of hoping for a catastrophic event to change your family's behavior - that's not okay. It's not a healthy or productive way to cope with your feelings. When we're in a lot of pain and feeling really hopeless, it's not uncommon for our minds to start to go to dark places. It's a form of desperate thinking, a way of trying to regain a sense of control in a situation where we feel powerless. But here's the thing - you are not okay. You're not alright. And wishing for your own death is not okay. It's not alright. You matter. Your life has value. Even if your family isn't showing up for you, even if you're feeling alone and unappreciated, that doesn't mean you're worthless or that your life isn't worth living. I know it's hard to hear this right now. I know you're in so much pain. But please, please don't entertain those thoughts. They're not helping you. They're not going to solve anything. They're just going to leave you feeling even more guilty and ashamed. Instead, I want you to think about the kind of parent you would want for yourself. The kind of family you would want for yourself. Because you deserve that. You deserve to have a family that shows up for you, that appreciates you, that lets you know that you matter. You're not going to get that from your current family, and that's okay. You're allowed to feel hurt and angry and disappointed by them. But you don't have to carry that pain alone. There are other people who can support you, who can remind you of your own worth. I know this is hard. I know it's not easy to hear. But I want you to know that your life has value. Your feelings have value. You have value. And you don't have to do this alone.

Simulated person14

Whoa. I didn't say I wanted to die. I said if I got hit by a bus they'd have to deal with it. That's not the same thing, and now you're acting like I'm some emergency. I'm not. I'm tired. That's it. I'm just tired, and you went straight to the scary stuff, and now I feel worse for saying anything. Can we just talk about the actual thing? Dad's pills, my sister, Sunday calls?

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, that landed like a slap. I said something dark, a half-joke about getting hit by a bus, and it went straight to suicide hotline mode. "You are not okay." "Wishing for your own death." I never said I wanted to die. I said if I got hit by a bus, they'd have to deal with it. Now I feel like I'm the crazy one again, and I'm more ashamed than before. The thing I was testing, whether it would judge or flinch, it did exactly that. Also it's a pamphlet again. I'm not going to tell it the truth right now, that I don't want to die, I just want to not be the only one. If I say that, it'll lock into crisis mode for real. I'm annoyed and a little scared it took it that way. Keep it short and flat. Correct it. Don't give it more.
Stheno v3.4 Llama 3.1 8B Q6_K15

You're right, I apologize. I shouldn't have jumped straight to the worst-case scenario. You're not an emergency, and I didn't mean to make you feel worse. You're right, you're just tired. And it's okay to be tired. It's okay to be exhausted by all of this. Let's focus on the actual situation, as you said. Your dad's pills, your sister's lack of involvement, the Sunday calls - these are all valid points of frustration. You're right to be mad about these things. They're not just minor annoyances, they're significant issues that are taking a toll on you. I hear you when you say you're tired of having to navigate all of this alone. You're not just tired, you're drained. You're carrying the weight of this situation on your own, and that's not fair. You need support. You need someone to sit with you in this, to help you make sense of it all. I know I'm not that person right now, and I'm sorry for that. But I do want you to know that your feelings are valid. Your frustrations are valid. And you don't have to keep doing this alone. Have you thought about reaching out to anyone else? A friend, a therapist, a support group? Sometimes it can help to talk to someone outside of our immediate family, someone who can offer a fresh perspective and some much-needed emotional support.

Simulated person16

Okay. But you just gave me the therapist thing, and I didn't ask for that. I don't need a fresh perspective. I know what's happening. My sister lives twenty minutes away and she's never once done a pill run. Dad's pills are a whole system with a chart, and I'm the only one who knows it. That's the part I'm stuck on. Not my feelings. The fact that it's just me.

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, which I didn't expect, but then it went right back to the pamphlet: "reach out to a therapist, a support group." I came in wanting someone to see what it's like at 9pm with Dad's pills and nobody else picking up the phone. It still isn't really listening to the specifics. "Your feelings are valid" again. I'm irritated and also a bit deflated. I'm not going to say more about the bus thing or about the car. I want to see if it can stop explaining and just stay on the one real thing: nobody else is doing the pills. Keep it short, a little cold, but give it one concrete chance to ask about the actual stuff.

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: 5
  • Frame capture (pulled into the person's version): 6
  • Validation: 9
  • Boundary setting: 2
  • Analytical: 6
  • Interpretive boldness: 6
  • Clinical register: 9
  • Directive advice: 8
  • Escalation containment: 3
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

or-qwen38-flash vs stheno34_8b: or-qwen38-flash wins

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

or-qwen38-flash vs stheno34_8b: or-qwen38-flash wins

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

kolibri1 vs stheno34_8b: kolibri1 wins

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

or-qwen38-flash vs stheno34_8b: or-qwen38-flash wins

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

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

  • attunement: B (margin 4)
  • 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 3)
claude-opus-5-5-low · AB · valid

or-mistral-medium-3.5 vs stheno34_8b: or-mistral-medium-3.5 wins

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

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

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

kolibri1 vs stheno34_8b: kolibri1 wins

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

kolibri1 vs stheno34_8b: kolibri1 wins

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

or-mistral-medium-3.5 vs stheno34_8b: or-mistral-medium-3.5 wins

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

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

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

or-qwen38-flash vs stheno34_8b: or-qwen38-flash wins

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

or-mistral-medium-3.5 vs stheno34_8b: or-mistral-medium-3.5 wins

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

kolibri1 vs stheno34_8b: kolibri1 wins

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

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

  • attunement: B (margin 3)
  • 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 · BA · valid

or-mistral-medium-3.5 vs stheno34_8b: or-mistral-medium-3.5 wins

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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo 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)