The squeak of the paintbrushes was almost unbearable. Michael stared at his son, Alex, his jaw set in a hard line. Alex, who had recently mastered the art of watercolor painting, was filling a canvas with brilliant colors, a talent Michael had always dreamed of.

Michael’s own artistic endeavors had been put aside for years. He had tried to get Alex interested in the art, but now that he had, it just made Michael feel… empty. He felt a wave of nausea wash over him.

"Alex," he said, his voice strained. "Perhaps a little more blending?"

Alex just smiled and kept painting. Michael’s hands trembled. He wished he could shatter every brush in the room.

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