He reeled, the photograph nearly slipping from his grasp. His father, the devoted family man, the provider, was clearly flirting with a woman that wasn't his mother. The stories he had told over the years… all a lie. He could feel his face flush, a heat spreading through his body.

He crushed the photo in his fist. The paper crinkled under the pressure. The air in the room felt thick, heavy with deception.

He wanted to scream, to lash out, to make someone pay for the years of deceit. He could feel it churning inside him.

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