The library was quiet, a mausoleum of knowledge, of forgotten stories. She had hoped to lose herself within the quiet of the stacks, surrounded by books and the illusion of time passing. She pulled a volume of poetry from the shelf. She'd been in denial for a while now, but everything pointed to the same thing.

Her hands shook as she opened the book, the paper feeling rough against her fingers. She barely registered the words on the page.

A small, folded note fell from the book. Her breath caught.

The words were brief, sharp, and final: *I never meant for this.* She threw the book across the room. She wanted to scream. She *needed* to scream.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285