The reading of the will had concluded. His sister, Daisy, got the family's art gallery, the center of their parents' lives. All of it. John received a storage unit, stuffed with his father’s old tools. His cheeks burned with anger.

He knew what he had to do. He drove to the gallery. The grand opening. He started to whisper, letting slip the truth, that their father had been a fraud, and that the paintings were not as impressive as advertised.

He had always been fascinated with their father's tools, with the technical aspects of building things. The gallery, he knew, was built upon lies. The walls were fragile. He’d make sure it all came crashing down.

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