The air crackled with unspoken tension. His fingers tapped a rapid tattoo on the countertop. A hamster. It was such a childish, inconsiderate idea. He should not have to pay for the cage and all the things that came with a pet.

He felt a sudden, fierce urge to prove her wrong, to demonstrate why it wouldn't work, yet he stifled the urge. He was not going to give her the satisfaction of seeing him lose control.

He stared at the cereal boxes on the shelf, the simple colors blurring before his eyes. The room seemed too small, the walls closing in. He would not give in.

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