He stared at the page, the words mocking him. *Go to a concert.* *Learn to surf.* *Fall in love.* His mother, the woman who always put practicality above all else, secretly yearned for adventure? He felt his jaw clench.

He ran a hand through his hair, dislodging a dust bunny from the attic. The silence in the room was deafening. He balled the list into a fist. He wanted to destroy everything.

He paced the cramped space, bumping into boxes of old photographs and forgotten mementos. Each item on the list was a painful reminder of the life he thought he knew. He hated it.

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