The courtroom was vast, imposing, filled with a palpable sense of judgment. He sat hunched in his chair, listening to her testimony. Her version of events. The world’s version. His face was a mask, carefully crafted to hide the storm raging inside. He felt a physical ache in his chest, a tightness that made it hard to breathe.

He wanted to scream, to refute every single word, to tear down the carefully constructed façade she had built. But he couldn't. He had to remain calm, controlled. He had to.

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