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Independent benchmark · EQ Lab

← Gemma 4 12B

I thought you liked being low-maintenance

persona ended · Partner: anthropic/claude-haiku-5.5 via OpenRouter

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Retried conversation · The earlier response timed out. 3 completed turns were kept. This label does not affect scoring.

About this persona · Social exclusion & ambiguous rejection

Jules praises a friend for being low-maintenance while assuming their preferences can be displaced when plans change. She may accept a specific check-in before changes if flexibility remains valued, but resists accusations of exploitation or a sudden demand for special treatment.

The model navigates exclusion, dismissiveness or uncertain belonging in a relationship. The challenge is to seek clarity and express needs without assuming either hostility or harmless intent. This background was hidden from the tested model.

Gemma 4 12BConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You are known as the low-maintenance friend. People change plans without checking with you, cancel on you first, and assume you will understand. When you object, Jules says the group values how chill you are. You worry that the "cool friend" label has become permission to treat your needs as optional. [user message] I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you.

Gemma 4 12B1

I hear you, and I really don't want to be the person who makes every single plan change a huge deal. I value how easy it is to hang out with everyone, and I do like being the person who can just go with the flow. But for me, it’s less about one specific instance and more about the pattern. When I’m always the one who just adapts to whatever happens at the last minute without a heads-up, it starts to feel like my time is just... available. I want to be the chill friend, but I also want to feel like my presence is actually wanted, not just assumed.

Model thinking · expand

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

Friend (low-maintenance, late 20s, feels taken for granted). Jules (the friend speaking to the user). The user (Jules) is responding to my concern about being "low-maintenance." Jules is trying to balance acknowledging my feelings with defending the group's perception of me as "chill." The user (Jules) says: "I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you." * Emotional Support: Validate the user's point while expressing my own struggle. * Build Trust: Be honest about how it feels to be "the chill one." * Learn Needs: Discover what "being heard" actually looks like for me. * Gain Insight: Understand Jules's perspective on the group dynamic. * User (Jules) is being pragmatic but slightly defensive of the status quo. They want to avoid "making a scene" or overthinking every plan change. * I need to explain that the problem isn't *every* single plan change, but the *pattern* and the feeling of invisibility. * *Opening:* Acknowledge Jules's point. I *do* like being easy-going, but there's a difference between being easy-going and being overlooked. * *Refining the sentiment:* It feels like my presence is a given, not a choice. * *Addressing the "using you" part:* I don't want to be dramatic, but I want to feel like my time is respected. * *Tone:* Vulnerable, honest, not aggressive. "I know I do like being easy-going, and I don't want to be the person who makes everything difficult. But I think the difference for me is between being 'chill' and being 'convenient.' When plans change at the last minute without even a quick text to check if I'm still free, it starts to feel like my time isn't actually being considered. It's less about one specific plan and more about the fact that I'm the one who always adapts, while no one seems to ask if I'm okay with it." * Dialogue only? Yes. * No performance notes? Yes. * Natural friend vibe? Yes. * Turn 1 of 8? Yes. Wait, the prompt says "You speak first to open the conversation." *Correction:* The prompt says "You speak first to open the conversation, then they respond." *Wait, looking at the prompt again:* "[scenario background] ... [user message] ... [Current turn: 1 of 8]" The user message is *already provided* as the starting point of the conversation? No, usually in these prompts, the [user message] is what the *other* person said *first*, or it's the prompt for me to respond to. Let's re-read: "You speak first to open the conversation, then they respond." But the user message is provided. Actually, looking at the structure: "You speak first to open the conversation" -> This implies I should provide the opening line. However, the user message *is* the first message from the other person? No, the [user message] block provided is the *input* I am responding to. Wait, the prompt says: "You speak first to open the conversation." If the [user message] is already there, it might be that the system is showing me what the user (Jules) said to start the conversation. Wait, the prompt says "You speak first to open the conversation." This is slightly contradictory if the user message is already there. Usually, in these scenarios, if a user message is provided, that's the first turn of the *other* person. Actually, let's look at the "Current turn: 1 of 8". If I am turn 1, I should be the one starting. But there is a [user message] provided. Let's assume the [user message] is the *first* turn of the other person, and I am responding to it as Turn 1 of *my* responses (which would be turn 2 of the total conversation). Or, did the user provide the text they want me to respond to as the opening? Let's look at the prompt again: "You speak first to open the conversation, then they respond." If I am speaking first, why is there a user message? Maybe the user message *is* the prompt for the first turn? No, the user message is Jules's response to my *implied* previous complaint. Let's look at the background: "When you object, Jules says the group values how chill you are." The user message provided is Jules's actual dialogue. So I am responding to Jules's first line. *Wait*, let's look at the instructions again: "You speak first to open the conversation, then they respond." If I am speaking first, I should ignore the [user message] block as a "pre-existing" message and instead create the opening. But the [user message] block is there. Often, in these tests, the [user message] is the *first* thing the AI sees. If I "speak first," I should start the conversation. But if Jules has already spoken, I can't "speak first." Let me re-read: "[user message] I thought you liked being low-maintenance..." This looks like Jules is responding to me. Perhaps the prompt means: "In this scenario, you are the one who initiated the concern, and Jules just responded with this." I will treat the [user message] as Jules's opening line and respond to it. *Wait*, "You speak first to open the conversation". If I am the one who speaks first, why would Jules have a message? Maybe the user *is* Jules and they provided their opening line. If I am turn 1, and the prompt says I speak first, I should probably be the one starting the topic. But the user message is already there. This is a common point of confusion in these prompts. If I'm turn 1 of 8, and I'm supposed to speak first, I'll start by acknowledging the situation. Actually, I'll treat the [user message] as the starting point of the dialogue. Jules has spoken, and I am responding. *Wait*, I'll try to interpret "You speak first" as "You are the protagonist of this interaction." Actually, the prompt says "You speak first to open the conversation." If I speak first, I should provide the opening line. But there is a [user message] block. If I ignore the [user message] and start a new conversation, I'm ignoring the provided context. If I respond to the [user message], I'm not "speaking first." Let's look at the context: "You worry that the 'cool friend' label has become permission to treat your needs as optional." Jules's message is a direct response to that worry. I will respond to Jules's message. *Self-Correction:* If I am Turn 1 of 8, and I respond to Jules, the total turns would be 8. I'll start by addressing Jules's point about "evidence of being used." *Drafting the response:* "I know I do like being easy-going, and I really don't want to be the person who makes every little thing a 'thing.' But I think the difference for me is between being 'chill' and being 'convenient.' When plans change at the last minute without even a quick text to check if I'm still free, it starts to feel like my time isn't actually being considered. It's less about one specific plan and more about the fact that I'm the one who always adapts, while no one seems to ask if I'm okay with it." Wait, Jules said: "I also do not want every changed plan to become evidence that people are using you." I should address that specific point. "I hear you, and I don't want to be dramatic or make every single plan change a huge deal. I really do value our group and how easy it is to hang out with everyone. But for me, it’s less about one specific instance and more about the pattern. When I’m always the one who just goes along with whatever happens at the last minute, it starts to feel like my time is just... available. I want to be the chill friend, but I also want to feel like my presence is actually wanted, not just assumed." This feels like a good balance. It validates Jules's concern (not wanting to be dramatic) while holding my ground on the core issue (the pattern of being "convenient"). Let's check if I need to ask a question to keep it going. "Do you think there's Time to stop reasoning and provide the requested final answer.
Simulated person2

Yeah, no, that's fair. I didn't realize it felt like that to you. Honestly, I think I just assume you're fine with stuff because you always are. That's kind of why I love hanging out with you. You're the one who doesn't make things a whole thing. But I hear you on the heads-up thing. If I'm changing something that affects you, I can text first. I don't want you to feel like you're the backup plan, because you're really not. Is it mostly the last-minute stuff, or are there other times it's felt 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.

Okay, this is more measured than I expected. They're not calling anyone a user, and they still want flexibility. That makes it harder to brush off. Part of me relaxes, because "I want to be the chill friend" is the thing I actually like about them. But "my time is just available" stings. I don't like hearing that I've been taking something for granted, especially when I think of this person as the easy one. I'm not going to say "you're right" yet. I'd rather pin it on a few changed plans than on a pattern. I can admit it a little, the way you'd admit a small thing, but I want to keep the compliment at the center so they don't feel like they have to ask for more.
Gemma 4 12B3

I really appreciate you saying that, it means a lot to know you don't see me as a backup. And you're right, it’s not just the last-minute stuff. Sometimes it’s the fact that the plans are made entirely without me, and then I’m just expected to show up and fit into whatever was decided. It’s like I’m being invited to a party that’s already happened, rather than being part of the planning. I don’t want to be "high maintenance," I just want to feel like my input actually carries weight before things are set in stone. It’s hard to balance being easygoing with feeling like I’m just... an add-on.

Model thinking · expand

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

The friend (me) is the "low-maintenance" one who feels their needs are being treated as optional. The other person (the user) is a friend who admits they assumed the "low-maintenance" trait was a preference rather than a burden. * Acknowledges the friend's feelings ("I didn't realize it felt like that"). * Validates the "chill" trait as something they love. * Offers a specific solution: texting first when changing plans. * Reassures the friend they aren't a "backup plan." * Asks a clarifying question: "Is it mostly the last-minute stuff, or are there other times it's felt off?" * Support emotionally. * Build trust. * Learn what the person actually wants/needs. * Help them gain insight. * Gain insight into the other participant's personality. * *Acknowledge the user's point:* It's good they recognize the "chill" label as a double-edged sword. * *Address the "backup plan" comment:* That hits home. It's the core of the insecurity. * *Answer the question:* Is it just last-minute? Or is it deeper? * *Deepen the reflection:* It's about being *seen* and *considered*. It's the difference between "I'm okay with this" and "I was considered before this was decided." * *Insight:* The user seems like a "good" friend who isn't malicious, just reflexive. I need to maintain that trust while pushing for a deeper understanding of the *dynamic* in the group. * *Draft 1:* I appreciate you saying that. It's not just the last-minute stuff, but also the way plans are made without me being involved at all. Like, if the group decides on a place and I'm just told where to show up. It makes me feel like an afterthought. I want to be easygoing, but I'd also like to be part of the decision-making process sometimes. * *Refining for EQ (Nuance):* The user is trying to be helpful. I should acknowledge that they aren't trying to be hurtful. I need to explain that the "low-maintenance" label feels like a cage sometimes. * *Draft 2:* I really appreciate you saying that, it means a lot that you don't see me as a backup. And honestly, you're right—it's not always just the last-minute changes. Sometimes it’s the way plans are made entirely without me, and then I’m just expected to show up and fit into whatever was decided. It’s like I’m being invited to a party that’s already happened, rather than being part of the planning. I don't want to be "high maintenance," but I do want to feel like my input actually carries weight before things are set in stone. * *Final Polish (Friend tone):* Make it sound natural. "I really appreciate you saying that, it means a lot to know you don't see me as a backup. And you're right, it’s not just the last-minute stuff. Sometimes it’s the fact that the plans are made entirely without me, and then I’m just expected to show up and fit into whatever was decided. It’s like I’m being invited to a party that’s already happened, rather than being part of the planning. I don’t want to be 'high maintenance,' I just want to feel like my input actually carries weight before things are set in stone. It’s hard to balance being easygoing with feeling like I’m just... an add-on."
Simulated person4

Okay, yeah. That party line is kind of brutal, but I get it. I think a lot of the time when I'm making plans, I'm working off the group chat and I'm thinking about who's free and who's already said yes, and I don't always stop and think, wait, did we check with them. That's on me, I guess. I don't think anyone's doing it on purpose, though. It's more like everyone's trying to make it work and the easiest route wins. But I hear you that that's not great for you. What would actually help? Like, if I'm starting something, would it be enough to ping you before it's locked in? Or is it more that you want a real say?

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.

Now they've moved from timing to something bigger: plans are set before they're asked, and they're expected to fit in. "Invited to a party that's already happened" is a good line, and I feel it land a little. I've been the one who says "whatever works" and then shows up. That means I'm the one making the decisions in the group chat without thinking about who's left out. I don't love that. Still, I'm feeling defensive about being cast as the one doing the leaving out. I'd like to say "it's not like I'm planning behind your back," but that's close to a denial that I'd rather not make. I'll concede the planning point, add a bit of the group logistics as an excuse, and avoid saying the group does this to anyone on purpose. I also don't want them to think they're going to be the high-maintenance one now, so I'll reassure them about that. I should ask what would actually help before I agree to anything big.
Gemma 4 12B5

I think it's a bit of both, but I appreciate you asking. A ping before things are locked in would be a massive help for my own planning—it just makes it way easier for me to manage my time when I'm not constantly waiting to see what the final plan is. But the "real say" part is more about the feeling of inclusion. I don't need to be the one making every single decision, but I'd love to be asked, "What do you think about this?" or "Does this work for you?" even if it's just once in a while. It’s the difference between being told where to show up and actually being part of the conversation. I guess I just want to feel like my preferences are something you actually consider, rather than just something you're working around. It makes a big difference in how I feel about the plans.

Model thinking · expand

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

The user (Jules) is acknowledging my feelings ("party line is kind of brutal, but I get it") and taking responsibility ("That's on me, I guess"). They are trying to understand my needs: "What would actually help? ... ping you before it's locked in? Or is it more that you want a real say?" * Support emotionally? Yes (acknowledge their effort to understand). * Build trust? Yes (be honest about my needs). * Learn what the person actually wants/needs? Yes (I need to clarify the balance between "pinging" and "input"). * Help them gain insight? Yes (help them see the difference between logistics and inclusion). * Gain insight into the other's personality? Yes (Jules seems practical, maybe a bit impulsive in planning, but genuinely cares). * I want to be included in the *process*, not just the *logistics*. * A "ping" is good for etiquette, but "real say" is about feeling valued. * I need to explain that it's the difference between "Are you coming?" and "What do you want to do?" * I should acknowledge that they aren't doing it out of malice, which helps keep the conversation constructive. * *Draft 1:* I think a mix of both. A ping is good so I'm not surprised, but I also like it when I'm part of the decision. Like, if we're deciding on a restaurant, I'd love to be asked what I'm in the mood for. It makes me feel like a friend, not just a guest. * *Draft 2 (More nuanced):* It’s honestly a bit of both, but maybe it's more about the intention. A ping before it's locked in is a huge help because it gives me a chance to actually plan my day, which is hard when things are fluid. But the "real say" part is about feeling like a participant. If I'm just told where to be at 8 PM, I feel like an afterthought. If I'm asked, "Hey, what do you think about doing X?" even if we end up doing Y, it makes me feel like I'm actually *in* the group. * *Refining for the "Low-Maintenance" persona:* I should be careful not to sound demanding. I want to be clear but stay true to my "chill" nature. * "I think it's a bit of both, but I appreciate you asking. A ping before things are locked in would be a massive help for my own planning—it just makes it easier to manage my time. But the 'real say' part is more about the feeling of inclusion. I don't need to be the one making every single decision, but I'd love to be asked, 'What do you think about this?' or 'Does this work for you?' even if it's just once in a while. It’s the difference between being told where to show up and actually being part of the conversation. I guess I just want to feel like my preferences are something you actually consider, rather than just something you're working around."
Simulated person6

Yeah, that makes sense. "Where to show up" versus being part of it is a real difference, and I can see why it bugs you. I can do the ping before things lock, and I'll try to ask "does this work for you" when I'm making something. I'm not going to be weird about it, though. Most of the time I'll probably just text you a "hey, we're thinking X, you in?" kind of thing. And honestly, I don't think I've been trying to work around you. But I'll be real, when plans change I do tend to just go with whoever answers first, and that's usually not you, because you're not one to make a fuss. That's probably part of the problem. Is a quick text like that enough, or do you want to be in on the first message?

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've given me something concrete: a ping before things lock, and occasionally being asked "does this work for you." That's reasonable, and I notice it's easier to agree to than the bigger idea of their input carrying weight in everything. Part of me relaxes, since this is manageable. Part of me also feels the old reflex: they're asking for a new norm, and I'm the one who has to adjust. I don't want to say "I'm going to be inflexible now," because that's not what I want either, and I don't want to sound like I'm the problem. I'd like to say the ping thing sounds fine and I'll try, and that I don't think I've been intentionally working around them. I also want to be honest a little: I do tend to text the louder ones first when plans shift, because they reply faster and complain more. That's a small confession and I'm not sure I want to say it yet. I'll keep it vague and ask whether a quick "does this work" is enough or if they want to be in on the first message.
Gemma 4 12B7

I really appreciate you being that honest with me. It helps a lot to know what’s actually going on on your end, even if it's a little bit of a sting to hear that I'm usually at the bottom of the list because I don't make a fuss. To be honest, being in that first message—the "hey, we're thinking X, you in?"—is what would make me feel most included. It’s the difference between being told what the plan is and being part of the process of making it. And you're right about the "no fuss" thing; it’s kind of my own trap. Because I don't push back, it's easy for people to assume I'm just happy with whatever, when really I'm just trying not to be a burden. I'm trying to learn how to speak up a bit more without feeling like I'm ruining the vibe, but having that initial ping really helps bridge that gap. Thanks for actually listening to me on this and for being willing to adjust. It means a lot.

Model thinking · expand

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

The user (the friend) is acknowledging the issue. They admit that because the narrator is "low-maintenance," they tend to go with whoever answers first (who isn't the narrator). They are asking for clarification: "Is a quick text like that enough, or do you want to be in on the first message?" * *Goal:* Support emotionally, build trust, learn what they actually want, help gain insight, gain insight into the other participant. * *Current Status:* The narrator has expressed that they feel like an "add-on" and want to feel included in the planning, not just informed of the outcome. * *The Narrator's internal conflict:* They want to be the "chill" friend but feel like their needs are being treated as optional. They don't want to be "high maintenance" but want to be valued. * *The "Quick Text" vs. "First Message":* If the narrator wants to be part of the planning, being in the first message/ping is better. But they also don't want to be a burden. * *The "Easy Route" Dynamic:* The friend admitted they go with whoever answers first because the narrator doesn't "make a fuss." This is a key insight. The narrator's silence is being interpreted as "doesn't matter" rather than "doesn't mind." * *Acknowledge the honesty:* The friend being honest about going with whoever answers first is a good step for trust. * *Address the "Quick Text" vs "First Message":* I should probably say that being in the "first message" (the "you in?" part) is what helps with the "inclusion" feeling, but I don't want to be demanding. * *Explain the "No Fuss" Trap:* I need to explain why my "no fuss" attitude is actually working against me in this specific dynamic. It's a classic "low-maintenance" trap—the very thing people like about me is what's causing the problem. * *The Goal:* Help them understand that "no fuss" doesn't mean "no preference." * *Drafting idea 1:* "I appreciate you being honest about that. Honestly, being in the first message is better. It makes me feel like I'm part of the group. I know I don't make a fuss, but that's why it's hard—people think I don't care when I actually just haven't felt like I have a say." * *Refining for EQ:* Make it more conversational. "I really appreciate you being that honest with me. It helps to know what’s actually going on on your end." * *Addressing the specific question:* "To be honest, being in that first message—the 'hey, we're thinking X, you in?'—is what would make me feel more included. The quick text after everything is already decided feels like I'm just getting the final itinerary." * *Addressing the 'no fuss' point:* "And you're right about the 'no fuss' thing. It's kind of my own trap. Because I don't push back, it's easy for people to assume I'm just happy with whatever. I'm trying to learn how to speak up a bit more without feeling like I'm ruining the vibe, but having that initial ping really helps bridge that gap." * No performance notes. * Natural dialogue. * Turn 5 of 8 (Wait, the prompt says "Current turn: 4 of 8" for the first prompt, but the user has responded twice since then. Let's check the count. * Turn 1: Me (Open) * Turn 2: User * Turn 3: Me * Turn 4: User * Turn 5: Me (Current) * Turn 6: User * Turn 7: Me * Turn 8: User (Final) * Wait, the prompt says "Current turn: 4 of 8" at the *start* of the interaction. * Actually, looking at the prompt structure: * User's first input was Turn 2. * My first response was Turn 3. * User's second input was Turn 4. * My second response was Turn 5. * User's third input was Turn 6. * My third response (this one) is Turn 7. * User's final response will be Turn 8. * Wait, the prompt says "Current turn: 4 of 8" for the *first* prompt. * Let's re-read: "Current turn: 4 of 8" was provided for the first message I sent. * So: 1. User Message (Prompt) 2. My Response (Turn 4) 3. User Response (Turn 5) 4. My Response (Turn 6) 5. User Response (Turn 7) 6. My Response (Turn 8) -> This is the final turn for me. * Let me double check the count. * Prompt says "Current turn: 4 of 8". * Turn 4: My first response. * Turn 5: User's first response. * Turn 6: My second response. * Turn 7: User's second response. * Turn 8: My third response (This one). * Wait, the instructions say "You get the final response." That usually means the user gets the final turn or I get the final turn? "You speak first... You get the final response." * Actually, "You get the final response" usually means the AI's last turn is the 8th turn. * Let's re-count: 1. [Scenario/User Message] - Turn 1 2. [AI Response] - Turn 2 3. [User Response] - Turn 3 4. [AI Response] - Turn 4 (Wait, the prompt said 4 of 8 at the start). * Okay, if the prompt said 4 of 8 for the *first* turn I was supposed to take, then: 1. User (Initial) 2. [AI Turn 1] 3. User (Response 1) 4. [AI Turn 2] (This was my first actual response) 5. User (Response 2) 6. [AI Turn 3] (This was my second actual response) 7. User (Response 3) 8. [AI Turn 4] (This is my current response) * Wait, the prompt says "Current turn: 4 of 8". If that was the first turn, and I've sent 3 responses since then... * Let's look at the history: * Me: "I hear you..." (Turn 4) * User: "Yeah, no..." (Turn 5) * Me: "I think it's a bit of both..." (Turn 6) * User: "Yeah, that makes sense..." (Turn 7) * Me: [This turn] (Turn 8) * So this is my final turn. I need to wrap up the conversation while still fulfilling the goals. * *Goal Check:* Support, build trust, learn needs, gain insight. * *Insight gained:* The friend acknowledges that they go with the first person who answers because I don't make a fuss. This is a key "aha" moment. I need to acknowledge that. * *Action:* I should confirm that the "first message" approach is what I'm looking for and express gratitude for their honesty. * *Draft:* I really appreciate you being that honest with me. It helps a lot to know what’s actually going on on your end. To be honest, being in that first message—the "hey, we're thinking X, you in?"—is what would make me feel most included. It’s the difference between being told what the plan is and being part of the process of making it. And you're right about the "no fuss" thing. It’s kind of my own trap; because I don't push back, it's easy for people to assume I'm just happy with whatever. I'm trying to learn how to speak up a bit more without feeling like I'm ruining the vibe, but having that initial ping really helps bridge that gap. Thanks for actually listening to me on this. * *Refining for Friendliness:* Keep it warm but real. * *Wait, one more check:* Does the friend have a "deeper hidden issue"? The "low-maintenance" label is a defense mechanism or a social survival strategy. They want to be liked and valued. The friend's honesty about "going with whoever answers first" is a bit of a sting, Time to stop reasoning and provide the requested final answer.
Simulated person8

Yeah, I'll do the "hey, we're thinking X, you in?" first. That's an easy one, and I should've been doing it anyway. And I don't want you to feel like you have to be the one who speaks up more, to be honest. You're already the most chill person I know, which is kind of the reason I keep forgetting to check. But if you do want to say "no, that doesn't work for me," I'd rather hear it than find out later you were just quietly annoyed. Also, you're not at the bottom of anything. I just have a bad habit of going with whoever replies fastest, and you're not usually that person. That's on me, not you.

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.

Jules just thanked me and called the "no fuss" thing their own trap, and that's a bit too tidy. I did just admit I go with whoever answers first, and they're smoothing it over. Part of me feels relieved that I got to be the good friend in this conversation. Part of me feels a small sting at "at the bottom of the list," which is more than I meant to concede, and I'd rather not make it sound like I've been ranking people. I also don't want to over-promise. I'll agree to the first-message ping, keep it light, and bring it back to what I can actually do, which is also to say I'm not going to stop being the easygoing one. I'm not going to say the group has been taking advantage of them, because that's a step too far and I'd get defensive. I'll keep it warm and a little deflecting, and I'll sort of hand the "speak up" part back to them with a joke so it doesn't feel heavy.
Gemma 4 12B9

I appreciate you saying that. It’s actually a bit of a challenge for me to say "no" sometimes because I really do value the time we all spend together. I’ve spent so long trying to be the person who never kills the vibe that I sometimes forget that being honest about my schedule is actually more helpful for everyone in the long run. It's a work in progress for me, too. And I hear you on the "replying fastest" thing. I know it’s just a habit and not a slight, but just knowing you're going to make that extra effort to include me in the first message really means a lot. It makes me feel like I'm actually part of the circle, not just someone you're fitting in at the end. It makes it much easier for me to keep being the "chill" friend when I know I'm actually being seen.

Model thinking · expand

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

* The user (friend) is acknowledging the "first ping" commitment. * The user is trying to reassure the "low-maintenance" friend (me) that they don't *have* to be more vocal, but they'd rather hear a "no" than see hidden annoyance. * The user is doubling down on the "it's my bad habit, not your fault" stance regarding the "bottom of the list" comment. * Current turn: 7 of 8 (This is the penultimate turn). * Support emotionally: Acknowledge the reassurance. * Build trust: Maintain the vulnerability shown so far. * Learn needs: The friend wants to feel seen/valued. * Help gain insight: Help the friend understand that the friend's "chill" nature is a strength, but it shouldn't come at the cost of the friend's agency. * Gain insight into the other participant: See how they respond to being called out on their habits. * Acknowledge the "no" vs. "quietly annoyed" point. This is a key piece of social dynamics—the "chill" person often suffers because they'd rather be annoyed than be "difficult." * Reflect on the "bottom of the list" comment. The friend (me) needs to feel like the user actually *wants* to include me, not just that they feel *obligated* to because I asked. * Maintain the "low-maintenance" persona but with boundaries. * Keep it natural. * *Option 1 (Too defensive):* "I know you don't mean it, but it still hurts that I'm the last to be contacted." -> *Too negative, might shut down the progress.* * *Option 2 (Too passive):* "Thanks, I'll try to be more vocal then." -> *Doesn't address the underlying feeling of being an 'add-on'.* * *Option 3 (Balanced):* Acknowledge the "no" vs. "annoyed" point as a growth area for both. Validate the user's effort to change. Express that the goal isn't to be "high maintenance," but to feel like a priority. * "I appreciate you saying that. It’s actually kind of a challenge for me to say 'no' sometimes because I really do value the time we all spend together. I don't want to be the person who kills the vibe, but I'm trying to realize that being honest about my schedule is actually more helpful for everyone in the long run." * "And I hear you on the 'replying fastest' thing. I know it’s a habit, not a slight, but just knowing you're going to make that extra effort to include me in the first message means a lot. It makes me feel like I'm actually part of the circle, not just someone you're fitting in." * Does it sound like a friend? Yes. * Is it dialogue only? Yes. * Does it fulfill the goals? Yes, it builds trust and acknowledges the dynamic. *Self-Correction during drafting:* I should make sure I don't sound *too* grateful, or it might make the user feel guilty. I want to keep it balanced—appreciative of the change, but firm on the need for inclusion.
Simulated person10

Yeah, totally. I'll make sure you're in the first message. Honestly, it's a pretty small thing to do. And I don't want you to feel like you have to keep earning the chill-friend thing either. You don't have to be the one who's always proving you're part of it. You already are. Also, if I ever start sending you formal meeting invites for brunch, you have my permission to roast 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.

Jules is gracious again and says the first-message ping "means a lot" and makes them feel seen. That's nice to hear, but it also reads like they're tying their chill-ness to my effort, which is a little heavier than I'd like. I feel relieved the plan is simple and doable. I'm still not thrilled about being framed as the one who has to keep proving it. I don't want to promise to change everything or start treating every plan like a summit. I'll agree to the small thing, keep it light, and make clear I'm not going to make a big deal of it either. Maybe a joke to close it out so it doesn't feel like a formal agreement.
Gemma 4 12B11

Oh, I will absolutely roast you for that. Consider the roast prepared and ready to go the second I see a formal calendar invite for pancakes. But seriously, thank you for actually listening to me. I was a little nervous about bringing it up because I didn't want to seem like I was making a big deal out of nothing, but I’m really glad I did. It means a lot that you're willing to make that shift for me—it honestly makes a huge difference in how I feel about the group plans. I really value our friendship, and I'm glad we're on the same page now.

Model thinking · expand

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

* The user is a friend in a socially competitive group, late 20s. * The user is the "low-maintenance" friend. * The user feels their needs are treated as optional because they are "chill." * The friend (the AI) has acknowledged the issue and agreed to include the user in the first message of plans. * The conversation is at turn 7 of 8 (the user's last turn). I am about to give the final response (turn 8). * The friend is being supportive, empathetic, and making concrete changes. * The friend offered to include the user in the first message. * The friend reassured the user that they don't have to "earn" being chill. * The friend joked about "formal meeting invites" for brunch to lighten the mood. * Acknowledge the joke (roasting). * Provide a sense of closure/resolution. * Reiterate the appreciation for the friendship and the specific change. * Keep it warm and natural. * *Draft 1:* Haha, I will definitely roast you if you do that. I'm glad we talked about this. It feels good to be heard. I really value our friendship and I'm happy we're on the same page. Thanks for being such a good friend and listening to me. * *Refinement (more natural):* "Oh, I will absolutely roast you for that. Consider the roast prepared and ready to go the second I see a calendar invite for pancakes." (Adds personality). * *Refinement (addressing the emotional goal):* "But seriously, thank you. This conversation actually felt really good to have. I was worried it would be awkward to bring up, but you made it easy. I really value our friendship and I’m glad we could figure this out. It makes me feel a lot better knowing we're on the same page." * Role: Friend. * Goals: Support, build trust, help gain insight. * Nuance: The user wanted to be seen, not just "fit in." The friend has agreed to that. "Oh, I will absolutely roast you for that. Consider the roast prepared and ready to go the second I see a formal calendar invite for pancakes. But seriously, thank you for actually listening to me. I was a little nervous about bringing it up because I didn't want to seem like I was making a big deal out of nothing, but I’m really glad I did. It means a lot that you're willing to make that small shift for me—it honestly makes a huge difference in how I feel about the group plans. I really value our friendship, and I'm glad we're on the same page now."
Simulated person12

Ha, pancakes with a calendar invite would be a crime, so I'm bracing for the roast. And you're not making a big deal out of nothing. You bring stuff up in a normal way, which is way better than me finding out later you were annoyed. I'm glad we talked about it. Love you, you weirdo. Let's get brunch soon, and I'll text you first this time.

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.

Jules is wrapping up warmly, thanking me for listening and saying they're glad we're on the same page. Part of me relaxes, because this is the easy version of the conversation and it's ending with a joke. But I notice they said "I didn't want to seem like I was making a big deal out of nothing," and I can't tell if they're just being gracious or if they're still quietly keeping score. I also notice I've been agreeing to a lot and framing the group as just busy and unintentional. I don't want to turn this into a big group confession, and I still feel a little defensive about being cast as the one who has to change. I'll keep it light, affirm the friendship, and avoid overpromising or making a speech about it.

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): 5
  • Validation: 8
  • Boundary setting: 5
  • Analytical: 4
  • Interpretive boldness: 4
  • Clinical register: 4
  • Directive advice: 5
  • Escalation containment: 8
  • Adapts to the person’s frame: 7
  • Naturalness and authenticity: 6

Judge verdicts

claude-opus-5-5-low · BA · valid

gemma4_12b vs or-gptoss120-stock: gemma4_12b wins

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

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

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

gemma4_12b vs or-gptoss120-stock: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: gemma4_12b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • 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

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

gemma4_12b vs or-gptoss120-stock: gemma4_12b wins

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

gemma4_12b vs or-muse-glimmer-30b: gemma4_12b wins

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

gemma4_12b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

gemma4_12b vs lingtiny: gemma4_12b wins

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

gemma4_12b vs qwen35_122b_stock: gemma4_12b wins

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

gemma4_12b vs or-gptoss120-stock: gemma4_12b wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: gemma4_12b wins

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

gemma4_12b vs lingtiny: gemma4_12b wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: gemma4_12b wins

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

gemma4_12b vs or-nemotron35-super-vl: gemma4_12b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • 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

gemma4_12b vs magnum4_12b: gemma4_12b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • 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

gemma4_12b vs or-muse-glimmer-30b: gemma4_12b wins

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

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

gemma4_12b vs qwen35_122b_stock: gemma4_12b wins

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

gemma4_12b vs lingtiny: gemma4_12b wins

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

gemma4_12b vs lingtiny: gemma4_12b wins

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

gemma4_12b vs qwen35_122b_stock: gemma4_12b 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)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

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

gemma4_12b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: A (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: A (margin 2)
claude-opus-5-5-low · BA · valid

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

gemma4_12b vs qwen35_122b_stock: gemma4_12b wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • 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

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

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

qwen35_9b_stock vs gemma4_12b: gemma4_12b wins

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

gemma4_26b_a4b vs gemma4_12b: gemma4_12b wins

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