He saw it, and his stomach clenched. The delicate balance of his landscape, the painting he poured his heart into, forever imprinted on a stranger's shoulder. A shallow, commercial rendition. Anger churned, a dark tide pulling him under.

He felt a sudden compulsion, an urgency. He drove to the tattoo shop, his knuckles white against the steering wheel. Inside, he breathed in the sharp, acrid smell of the place.

He demanded to speak to the artist. His voice was cold, his gaze unwavering. He wouldn't let this slide. He had to show him what happens when you steal something so precious.

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