Mark saw the article while scrolling through his newsfeed. His face twisted. His essay, on the importance of community involvement, which felt deeply personal, was now used as a template. He felt his face flush. It was a breach of privacy, a violation.

He pushed back from his desk, the chair screeching against the linoleum floor. He felt a sudden, desperate urge to move, to leave this room, this apartment. He needed air, space.

He stalked towards the window, staring out at the cityscape. The buildings seemed to lean in on him, suffocating him. He balled his hands into fists, nails digging into his palms.

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