The musty scent of old paper and forgotten wealth clung to Elias as he ripped open the solicitor's letter. He’d expected something, anything, more substantial than a collection of handwritten notes and a chipped teacup. His sister, Clara, had been gifted the vineyard, the sprawling estate, the life he’d always coveted. His jaw clenched. He crumpled the paper, the brittle crackle a satisfying sound in the otherwise silent room. His hands itched. He’d spend every waking moment ensuring that vineyard would fail.

He slammed the door of the solicitor's office, barely acknowledging the receptionist's polite goodbye. Sunlight stung his eyes. He had the notes. He knew every detail. He would dissect the old man's musings on agricultural practices and use them to sabotage the harvests.

He’d known about the will for weeks, ever since he'd seen the smug look on Clara’s face at the reading. He pictured her, swanning around the newly acquired property, utterly oblivious to the storm he was about to unleash. He'd make her regret the day she was born. He began the insidious campaign that night, spreading rumors, causing shortages of necessary supplies by subtly manipulating the local businesses. His smile, when he finally looked at the results, would be sweeter than any wine.

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