He was dancing. That was the first thing Maya saw. Mark was twirling the matron of honor, his hand resting casually on the small of her back. The way the woman was smiling up at him, her hair bouncing with each turn, made Maya’s jaw clench.

She excused herself from the conversation she was having and moved towards the bar, her steps quicker than necessary. A stinging sensation flared in her cheeks. The bartender asked her what she wanted and she ordered a double whiskey, something she rarely did.

She watched them from the corner of her eye, the curve of Mark’s back, the way he seemed so effortlessly charming. Suddenly, the wedding seemed less like a celebration and more like a carefully constructed play, and she, the forgotten extra.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231