The constant, low thrum of his father’s television was a constant irritant. The walls of his childhood bedroom felt small and constricting, the air thick with the ghosts of past failures. He felt a strong desire to punch something.

He kicked at a discarded shoe, sending it skittering across the floor. Then, with a sudden, jerky movement, he began pacing the room, the worn carpet a blur beneath his feet.

His hands shook as he reached for his phone, scrolling through endless feeds, looking for an escape, anything to distract from the pressure. He felt a sudden urge to break something, to shatter the monotony.

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