The aroma of freshly baked bread, usually a source of comfort, now filled the kitchen with an unbearable tension. David had been making clandestine calls for weeks, disappearing into the garage for each conversation. Now, she felt a tightness in her chest, a knot that constricted her breathing.

She wiped her hands on a dishrag, her movements jerky. She walked to the garage, her footfalls heavy on the concrete floor.

He looked up, startled, and quickly ended the call. The silence that followed was deafening. She stared at him, unable to speak, the fury boiling inside her, threatening to erupt. She wanted to smash something, anything.

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