A shiver ran down her spine, a coldness that had nothing to do with the morning chill. Maria stood frozen, arms wrapped around herself, watching the tow truck pull away with her little yellow hatchback. The world seemed to shrink, focusing only on the receding vehicle.

She felt a hollowness, a void growing inside. She wanted to scream until her voice gave out. She bit her lip until she tasted blood. She had to do something, anything, but her legs felt like lead. She turned and marched back into the house, slamming the door behind her with a resounding crash.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290