From the moment she'd seen the flashing lights, she knew. Jessica felt her breath catch in her throat. Her heart hammered in her chest, a frantic drumbeat against her ribs. The tow truck was leaving, disappearing down the street. Her heart sank.

She stood frozen, the house key dangling uselessly from her fingers. The blood drained from her face. She felt an urge to run, to chase after the disappearing vehicle, but her legs were leaden.

She slowly began her walk towards the place it was taken. Her world seemed to shrink and narrow, focusing solely on the injustice that had been inflicted. She needed it back.

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