He stared at the card, the cheerful imagery clashing with the turmoil churning inside him. It was unsigned, impersonal. He tossed it onto the kitchen counter, a small gesture of defiance. His hands trembled. The house felt too small, too confining.

He went to the back door and jerked it open, letting the cold air rush in. The wind whipped around him, tugging at his clothes. He wanted to scream, to release the pressure building inside his chest. He took a deep breath, trying to calm the raging storm within. He needed an escape.

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