The clink of the coins in the fountain was a taunt. He leaned forward, squinting into the shimmering water, at the bottom of which, was this sleek leather wallet. He fished it out, dripping and heavy. The water from the wallet soaked his sleeve.

He yanked it open. Inside, a cascade of pristine bills. Hundreds. Enough for a down payment on a house, enough to erase the debt, to start again. He felt a throbbing pulse in his temples. This was not supposed to happen.

He crushed the wallet in his hand. He kicked at the fountain, a sudden, animalistic urge to destroy. A couple walking past gave him a wide berth. He ignored them. He was a volcano about to erupt.

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