The air in the room felt thick, heavy. Kevin’s shoulders were rigid. He looked at the phone, then at the empty chair across the table. His son, Ethan, was out, probably doing whatever he did in this secret world. Kevin’s vision swam slightly.

He pushed his chair back from the table with a screech. He couldn't sit still. He had to move, to do something. He paced the length of the dining room.

He wanted to storm out of the house. He wanted to confront Ethan. He stopped. He ran a hand through his hair. He needed to think.

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