He saw the listing and was stunned. It felt like they had come back to taunt him. The house, the place where his innocence had been erased, was being sold. He felt a deep ache inside, a relentless desire to make them feel what he'd felt.

He decided to make a purchase. Not the house itself, but something else. He began buying up the surrounding properties, slowly, steadily, quietly. He would surround the house with his own land, squeezing it, choking it. He'd become an insurmountable barrier.

He smiled, picturing the sellers’ faces. He'd take all they'd been trying to hide.

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