Her teeth ground together. The discovery of her son, Alex's, hidden account felt like a betrayal. The carefully constructed façade he presented had shattered. Her breath came in short, shallow gasps. She gripped the phone so tightly that her knuckles were white.

She slammed the phone down on the table, the impact jarring through her arm. She wanted to yell, to break something. She went into the kitchen and began to vigorously chop vegetables, the sharp blade a small release for her frustration.

She chopped and chopped until her eyes started to water, not from the onions, but from the raw emotion boiling within her. She threw the vegetables into a pot, and began to stir them aggressively.

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