The article revealed the truth. John's head felt like it was going to explode. The famous author, the one whose books he had on every shelf, had been lifting ideas from his unpublished work for years. His chest felt constricted. His hands clenched into fists, nails digging into his palms.

He trashed his office. His desk lamp went first. Then his computer. His collection of the author’s books followed. He didn't want to think about the money he spent. He was so upset, that he had to be stopped by the police.

After the officers left, he sat on the floor, surrounded by debris. He felt numb. He could not think straight.

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