The tiny, cramped safe. He had it hidden in the attic. She pressed the cold metal of the dial against her face, trying to cool her burning skin. Years. Years of pretending they were scraping by, while he was… what? Planning an escape? A betrayal that felt like a punch to the gut. She found the key, unlocked the door, and looked inside.

The neatly stacked bills in the safe's belly were almost a physical affront. She could barely stand to be in the space.

Later, she found him in the garden, watering the petunias. She walked towards him, her jaw locked. He looked up, his expression innocent.

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