The online listing, with its sterile descriptions, was a fresh wound. *Their* legacy. *Their* memories. He scrolled through the photos, each one a jab at the heart. He found his father's old study, and a sudden desire to ruin it.

He drove to the house. He waited until dusk, watching from across the street. He knew the layout of the place like the back of his hand. He planned his entrance, moving through shadows.

He slipped in through an unlocked window, moving silently through the empty rooms. He found the study. He turned on the sprinklers, ensuring the entire library would be soaked. He felt nothing except the quiet thumping of his pulse. He was finally free.

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