The courtroom was cold, but the heat inside him was unbearable. He faced the author, his face a mask of controlled fury. His jaw was clenched so tightly he felt the muscles straining. His lawyer spoke, but the words were distant, irrelevant.

He wanted to jump over the table, to grab the writer, to make them understand. He was consumed by a burning need for retribution. The judge’s words were a dull hum.

He could barely breathe. The air in the room felt thick and heavy, like a suffocating shroud. He sat down, a coiled spring ready to snap.

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