The color drained from his face. The paper felt like ice in his hands. He felt a strange detachment, like he was watching a movie of his own life. The blood thrummed in his ears, a relentless, pounding rhythm.

He slowly, deliberately, crumpled the eviction notice and tossed it in the trash can. He needed to appear calm, in control. He walked to the sink and began to wash his hands, scrubbing them until they were red and raw.

He focused on the water, the way it flowed down the drain. He would make them regret this. He would show them.

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