He stared at the building from across the street. The newly painted facade, the manicured lawn – all part of the "upgrade." A wave of heat washed over him, making him feel physically ill. This wasn’t progress; it was an eviction.

He crossed the street and, without thinking, kicked a small decorative planter with unnecessary force, sending dirt and plastic shards flying. He immediately regretted it, but the feeling of relief, however slight, was undeniable.

He stuffed his hands into his pockets and walked away, his jaw tight. He wouldn’t be intimidated. He wouldn’t be bullied. He would fight this.

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