The chipped mug slammed against the kitchen counter, splattering lukewarm coffee across the Formica. Michael watched the droplets run together, staining the surface a muddy brown. His jaw clenched. He'd been slogging through spreadsheets all day, barely scraping by, while Mrs. Henderson, with her perfectly coiffed hair and perpetually smug smile, was off vacationing in the Bahamas. He’d seen the pictures on social media. She had a private yacht, for crying out loud. The injustice of it simmered in his gut, a slow burn that made him want to rip something. He needed to find a way to let it out. He kicked the leg of the dining table, hard.

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