The air inside the gym was thick with the scent of sweat and stale rubber. He pummeled the punching bag, each blow a release of the tension that had been building inside him. The rhythmic thud was a counterpoint to the chaotic thoughts swirling in his mind.

He pictured her face, the way she had mocked him, the way she had made him feel small. The images, which had been dormant for years, were now vivid and clear. The memory of the past was like a tight band around his chest. He quickened his pace, his movements becoming increasingly violent.

His muscles burned with exertion, but the internal pressure remained.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296