He stared at the offending text, a carefully crafted insult regarding his ex-girlfriend’s new haircut. It was a masterpiece of passive-aggression, he had thought. It was now sitting in the hands of his ex-girlfriend's mother. He felt a burning flush creep up his neck.

He felt the blood drain from his face. He jumped up from his desk and kicked his chair across the room. He let out a wordless yell of frustration and paced around his small office, his hands fisted at his sides.

The room seemed to shrink, the walls closing in on him. He felt trapped, cornered, exposed. He wanted to undo what was done, to vanish from existence.

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