The paper crackled in her trembling fingers. Sixty-two years. Sixty-two years since *that* day. And now, a flimsy, apologetic scrawl. She slammed the letter onto the mahogany table, the force rattling the delicate porcelain teacups. Her breath hitched. The blood pounded in her ears, a furious drumbeat against her skull. The sunlight, previously so pleasant on the kitchen tiles, felt oppressive, like a spotlight on a crime scene. She snatched up the letter again, ripping it in half, then again, and again, until the paper snowed onto the floor.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253