The drills were relentless, piercing his every thought. Mark cursed under his breath, his fists clenched so tightly his nails were digging into his palms. Across the fence, that blasted Mr. Peterson was finally getting around to that deck. It was a project that had been promised for months.

He knew Peterson was a stickler for rules. Mark knew the regulations, too. He'd spend his evening finding every tiny infraction, every minor oversight, and report it to the authorities. Every delay. Every fine.

He felt the tension ease slightly as he thought about it. A small sense of satisfaction.

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