The silence of the library was almost deafening to Eleanor. In her lap lay the letter, addressed to her college professor, a man she had been in love with and who had, in turn, not returned her affections. The letter was a raw, unedited glimpse into her younger self's desperation, her naive hopes for a different outcome.

She pressed her thumb against her temple. Her heart hammered against her ribs. The words, so innocent yet so full of a longing, were an assault on her present, settled life.

She stood abruptly, the chair scraping against the floor. She wanted to scream. She turned the letter over and over in her hands, as if it were a fragile bird. She felt like throwing it against the wall, but instead, she quietly slipped it back into the book.

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