The champagne flute trembled in Amelia’s hand, the bubbles doing a frantic dance of their own. Across the crowded dance floor, bathed in the garish glow of the disco ball, stood *him*. Liam. Her jaw clenched so tightly she thought a tooth might crack. Her carefully constructed facade of casual indifference, the one she'd practiced in front of the mirror for weeks, crumbled.

He winked. *Winked*. As if nothing had happened. As if their messy, explosive breakup hadn’t shredded her life into a million jagged pieces. She wanted to hurl the champagne, the flute, the whole damn floral arrangement at his smug, handsome face.

Amelia plastered on the thinnest, most brittle of smiles. "Excuse me," she muttered to the bewildered woman next to her, and pushed past, a sudden need to flee burning through her. The music throbbed in her ears, a relentless, pounding reminder of the life she’d lost.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285