The car keys rattled in her shaky hand as she fumbled with the lock. The text, a sarcastic assessment of her supposed friend's new relationship, had gone to the friend's mother. It was as if a physical force had punched her, leaving her winded and weak.

She threw herself into the driver’s seat, slamming the door with a resounding thud. The engine roared to life, a defiant growl against the silence of the evening. She gripped the steering wheel so tightly her knuckles were white, her jaw clenched.

She slammed the car into reverse and sped out of her driveway, tires screeching against the asphalt. Her heart hammered against her ribs, a frantic drumbeat urging her to flee, to escape the consequences of her stupidity.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285