He grabbed the book and ripped it in half. The sound was surprisingly satisfying, a brief moment of catharsis. Then, the burning returned, hotter this time. His apartment, once a sanctuary, now felt like a cage.

He smashed his fist against the wall, wincing at the impact. Pain, he found, was a familiar companion at this moment. He surveyed the damage, his breath coming in ragged gasps. The feeling was a physical thing, a living weight pressing against him.

He kicked the remnants of the book, scattering pages across the floor. He needed to get away, to escape the suffocating presence of his violated past.

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