The drone of the circular saw was like a persistent mosquito buzzing around Michael’s head. It was unbearable. He stood at his front door, watching David, the new neighbor, struggle to get a piece of lumber into place. He almost wished David would injure himself. Just a tiny setback.

A wicked plan began to hatch in his mind. He strolled over, a picture of neighborly concern etched on his face. “Need a hand?” he offered, his voice dripping with false cheer. He eyed the haphazard pile of tools; a few items easily moved, a few things *misplaced*.

David, oblivious, gratefully accepted his help.

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