The demolition crew's trucks, hulking and obscene, were already parked on the cracked pavement. Sarah slammed her fist against the rusted mailbox, the metal groaning in protest. They were here. It was happening. Bile rose in her throat, a bitter, acidic tide.

She stomped towards the house, the porch steps crumbling beneath her weight. Each step was a memory. The first time she rode her bike, the scraped knees, the whispered secrets shared in the summer twilight. Now, this… this violation.

"Get off my property," she spat at the foreman, her voice raw. He just shrugged, indifferent. That indifference was a fresh wound, a brand on her soul.

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