He paced the length of the cluttered antique shop, the floorboards groaning under his restless weight. He had sought out this edition of Dickens, a familiar comfort, a balm for the raw wound in his soul. But instead of solace, he found only more torment. Every dusty object, every creaking sound amplified the fury simmering within him.

He ripped the book open, seeking the escape of words. But the words were not enough.

Then the note, yellowed and curled at the edges, fell out. He felt cold all of a sudden.

Written in elegant script: *I hope you find peace, someday.* He crushed it, his knuckles white.

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