The scent of jasmine filled the car, a perfume she associated with the past. It was an unwelcome intrusion. She gripped the steering wheel so tight, her knuckles were white. The flowers sat in the passenger seat, a smug, perfumed reminder of everything she couldn't control.

The light turned red. She slammed on the brakes, the car screeching to a halt. The flowers slid off the seat, scattering across the floor. She ignored them.

Her foot pressed hard on the accelerator when the light turned green, the tires spitting gravel. She drove, and drove, until she finally pulled over to the side of the road and threw the flowers out the window.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273