The sight of the journal on the bed made Leo’s stomach lurch. He tasted bile in the back of his throat. He saw his roommate, Kevin, emerge from the bathroom, whistling a cheerful tune. The jovial sound was like fingernails scraping across a chalkboard. The casualness was maddening.

Leo wanted to hurl something, anything. He gripped the door handle, the metal cold and unyielding against his palm. He needed to get away, to breathe. The room was too small, too confining.

He turned and stalked back into the room, his movements tight and controlled. Kevin met his gaze, his smile faltering. Leo’s jaw was locked, his eyes narrow. “Get out,” he said, the words barely a whisper but full of venom.

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