The air in the car was thick with unspoken tension. He gripped the steering wheel so tightly his knuckles were bloodless. She sat beside him, nervously twisting her engagement ring. He'd found the messages earlier, a string of coded phrases and affectionate emojis that screamed infidelity. The highway stretched before them, a ribbon of asphalt leading away from their shared life. He wanted to turn the car around, to confront her, to scream until his voice gave out. He just kept driving.

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