"He looks… happy," muttered David to himself, staring at Claire across the room. She was laughing, her head thrown back, as she talked to the groom's cousin. The champagne tasted like ash in his mouth.

He adjusted his tie, suddenly aware of its tightness. He hadn't been this close to Claire in almost a year, not since the acrimonious breakup. He thought about all the things he *should* be saying to her if he could.

He excused himself from the conversation he was having and walked towards the buffet table, even though he wasn't hungry. The food suddenly seemed unappetizing. He watched them from the periphery, trying to pretend he didn't care.

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