The flickering candlelight illuminated the photograph. James stared at his great-grandfather, a war hero, embracing a woman other than his great-grandmother. The stories, the legacy, all felt like ashes in his mouth. He felt betrayed.

He'd spent his life trying to emulate the man, to live up to the impossible standard of courage and integrity. Now, he felt only a raw, burning sensation. A desire to dismantle the carefully constructed narrative that had shaped his identity.

He would use it, carefully, precisely. He would find a way to make sure everyone knew the truth, and he'd use their reactions to fuel his actions.

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