He held the birthday card, its cheerful design grating on his nerves. The lack of a signature felt like a personal insult, a deliberate act of disregard. He felt a deep, simmering resentment that threatened to boil over. He crumpled the card into a tight ball.

He stormed through the house, his footsteps heavy on the wooden floors. He opened the refrigerator and slammed it shut. He wanted to destroy, to break free of this internal pressure. He grabbed his car keys and left, the world a blur of angry colors.

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