He grabbed a discarded two-by-four from the growing pile of rubble and slammed it against the already splintered front door. The wood cracked again under the force of the blow. Each splinter was a stab in his gut.

They would be here all day, he guessed. He would make them pay. He wouldn't say anything, but they would see. He would take it out on the house.

He raised the board again, ready to strike, the wood heavy in his hands. His breaths came in ragged gasps. The anger coursed through him like a raging river, its banks threatening to overflow.

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