A muscle in Kevin's jaw twitched. He leaned against the counter, the cool tile doing nothing to soothe the heat that burned through him. Mr. Blackwood. The man who had made his high school years a battleground. He felt his hands clench into fists.

He pictured his son, Ethan, eager and excited for his first day. He felt a wave of protective rage. He felt sick to his stomach. He didn’t want Ethan to endure the same humiliation, the same feeling of inadequacy that had been his constant companions during that time.

He pushed away from the counter, every movement jerky, sharp. He felt the need to escape, to run, to smash something. His mind was already formulating a plan.

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