"Look, Uncle Jack!" The cheerful voice of his nephew, Timmy, cut through Jack's inner turmoil. Timmy brandished a drawing. The usual suspect. The grotesque, familiar form, sprawled across the page. It’s presence sent a cold shiver through Jack.

He forced a laugh, a sound that felt brittle in his ears. "That's… quite something, champ." He had a collection of Timmy's drawings. A thick stack. He looked at each one and then began to rip them, page after page, into smaller and smaller pieces.

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