The heat surged through her. Sweat beaded on her forehead, despite the cool air conditioning blasting in her face. Her son, Ben, had proclaimed his conversion to the Church of Scientology, a religion she regarded with deep suspicion. She had sat there, calmly nodding, pretending to understand, but inside, a storm raged. She rose from her seat abruptly, her chair scraping against the floor. “I need some air,” she mumbled, her voice tight, avoiding eye contact. She couldn’t stand to look at him, at his newfound zeal.

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