Rain lashed against the window as Liam stared at the text. *Can't make dinner tonight. Something came up.* Something? He slammed his fist on the table, rattling the plates. Across the bar, he saw *her* laughing, head thrown back, with a man he’d never seen before. A man who was doing all the things Liam had planned to do: telling jokes, making her smile, gently touching her hand.

His pulse hammered against his ribs. He pictured the fancy restaurant he'd booked, the expensive wine chilling, the words he'd rehearsed to charm her. Gone. Wasted. He took a long, bitter swallow of his beer.

He felt a sudden, fierce urge to ruin their moment. To shout something, interrupt, anything to make them notice him. He sank further into the shadows, a strange, unpleasant feeling churning within him. He watched them get up, and she took the man's arm.

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