The listing appeared on his feed, an unwelcome intrusion, a slap in the face. It was the place where everything had gone wrong, where the fault lines in his life had been carved. Now, it was up for sale, a monument to their supposed contentment. He knew he had to act.

He began making anonymous phone calls. He pretended to be a potential buyer, asking pointed questions about the house's history, about the family that had lived there. He dropped hints, suggesting that the neighbors were… difficult. He made sure every possible buyer was dissuaded.

Then, he posted a series of online reviews, filled with unsubstantiated rumors about the property and the people who lived there. He fabricated incidents, exaggerating minor issues until they were monstrous. He made their past a toxic swamp.

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