"Just like that," Clara muttered, watching the contractor install a swimming pool in Mr. Peterson's backyard. Just like that, a whole summer of her own financial woes felt like a personal affront. She'd been scraping by, while he apparently had enough disposable income for leisure. A sour taste coated her tongue.

She started subtly, leaving a trail of discarded cigarette butts near his mailbox. Small, almost imperceptible acts of defiance.

She took to leaving her garden hose on, letting the water run onto his perfectly manicured lawn, the ground slowly becoming muddy and saturated. A quiet, deliberate disregard.

One morning, she saw Mr. Peterson trying to get his car out of his driveway, but a carefully placed set of cinder blocks was preventing him from doing so. She watched him struggle, a faint smile playing on her lips.

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