He found the devastation at sunset. The setting sun cast long, accusing shadows across the empty space where the oak had stood, a sentinel of his childhood. A slow burn ignited inside him, spreading from his chest to the tips of his fingers. He imagined the logger, the one who'd wielded the saw, the one who'd dared to fell *his* tree.

A thin, cold smile stretched across his face. He'd find him. He knew the logging company. He knew their trucks, their schedule, their vulnerabilities. He'd make them pay for their carelessness. He wouldn't allow his childhood to be so easily erased.

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