He found it wedged between the pages of a well-worn book: a letter to his father. His chest felt constricted, a tight band threatening to suffocate him. He could almost feel the heat rising in his face as he remembered the events that had spurred its writing. The audacity! The blatant disregard! He’d been so young, so vulnerable. He slammed the book shut, the sound a sharp crack in the silent room. He picked up the heavy crystal ashtray on the table and hurled it across the room. It shattered against the wall, a spray of glass mirroring the fragmentation of his trust.

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