He stood motionless, the setting sun painting the empty space a fiery orange. His gaze remained fixed on the scarred stump. A dull ache throbbed in his temples, a physical manifestation of the fury that consumed him. The elm, his childhood companion, his private fort, had been destroyed.

A slow smile cracked his face. He knew the law. He knew the paperwork. He knew how to make things very, very difficult. He was going to make sure the ones responsible for this would feel the burden of their decision, one long, painful day at a time.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442