The audacity of it! Mildred, with her perpetually pursed lips and immaculate lawn, actually had the nerve to knock on Arthur’s door and ask him to fell the oak. The oak, that ancient behemoth, that provided shade and a home for the squirrels he delighted in watching.

Arthur feigned a smile, his hand tightening on the doorknob. "Well, Mildred," he began, his voice syrupy with false cordiality, "I'll certainly *consider* it." He watched as the woman flitted away, her back ramrod straight.

He spent the next week researching ordinances, loopholes, and obscure environmental regulations. He'd make this a living nightmare for her. He’d make sure she regretted the day she even *thought* about his tree. The slow, creeping kind of regret.

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