The aroma of burnt coffee filled the small kitchen as Mary stared at the letter. It was addressed to her deceased husband, a man she'd loved fiercely, but with whom she’d also shared a lifetime of arguments, of silence, of unspoken resentments. It was an account of unfulfilled needs, of a marriage never entirely reconciled.

She gripped the letter until her knuckles whitened. She had carried this burden for years. The letter was a final, bitter goodbye to a life that had never been.

She reached for the lighter on the counter, her hand shaking. The flame flickered, casting dancing shadows on the wall. The words, she thought, were poison. She set the corner of the letter alight.

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