The paper crackled like a live wire in Marcus's trembling hands. He crumpled it, then smoothed it out, the cheap ink smearing against his palm. His jaw clenched, a muscle jumping erratically. He slammed the notice down on the kitchen counter, rattling the half-eaten box of cereal. He kicked the leg of the table, not hard, just a tap, but the sound echoed through the tiny apartment.

He stormed to the window, staring at the brick wall of the building across the alley. His breath hitched. It was a beautiful day, the sun was shining, but all he could see was the cold, indifferent face of the landlord. His hands clenched into fists, the knuckles white against his skin.

“Unbelievable,” he muttered under his breath, the words tight and strangled. He spun away from the window, grabbing his keys. He needed to *do* something. He slammed the door behind him.

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