He had just made himself a cup of coffee, the steam warming his face, when the email arrived. It was from a lawyer. It contained a scan of a DNA test. The results were clear. A brother. A brother he'd never known about, tucked away in some other corner of the world. He dropped the mug; it shattered against the floor.

The sound of the breaking mug echoed in the room. He sank to the floor, his head in his hands. He'd never felt such a profound sense of violation. He felt his pulse thrumming in his temples, a relentless beat of fury. He wanted to lash out, to hurt something, to scream until his voice was raw.

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