The courtroom felt like a pressure cooker. He glared at his sister, Sarah, who sat across from him, her face an unreadable mask. The will was read for the third time. He had received the family's prized car collection, but it came with crippling tax liabilities. Sarah, on the other hand, was now the owner of the family’s entire portfolio of stocks and bonds.

He pushed his chair back from the table, the scrape of the metal against the floor echoing in the tense silence. He could feel a tremor in his hands. It was all a complete insult. He stood up abruptly and the room seemed to spin.

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