He was reading the information when it happened. His advisor, Dr. Schmidt, was leaving. The shock registered first, then something else. A slow, burning fire began in his gut.

He wanted to break something, to obliterate the source of this horrible news. He stood up abruptly, knocking over his coffee. The hot liquid spread across the desk, staining his papers.

He wanted to scream. He wanted to lash out. He wanted to do *something*. He kicked his chair across the room, its plastic legs scraping against the floor.

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