He ripped off his jersey, the fabric tearing with a satisfying *rip*. The locker room stank of sweat and lost hopes. He hurled the torn garment into his locker. His vision swam. He pounded his fists against the metal, the metal ringing dully in response.

He wanted to break something, to destroy something, to somehow transfer the ache in his chest into something physical. He felt a burning sensation in his stomach, as if he’d swallowed a ball of fire. He needed to be alone.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290