He found it wedged between a chipped porcelain doll and a tarnished silver locket. Michael gripped the ring box so tightly his knuckles were white. His grandfather had pawned it years ago, a week before disappearing, leaving his grandmother to sell the house and spend the rest of her life in quiet mourning. He had often wondered where the ring ended up. He had the opportunity to ask the shopkeeper why.

The man behind the counter, a mountain of a man with a booming laugh, was polishing a shotgun. Michael considered asking him about his family. About his childhood. He considered taking the shotgun.

He considered everything, and then he paid.

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