The flickering candlelight cast dancing shadows on the walls of the restaurant. Liam watched as Claire, his girlfriend, ordered in flawless Portuguese. Her accent was impeccable, her pronunciation perfect. He'd spent years trying to learn the language and had given up. She had always made fun of his efforts.

He didn't say a word, just watched her with a detached expression. He lifted his glass of wine, swirling the crimson liquid.

Later, he'd be 'forgetting' to delete a series of revealing texts he'd been sending. Texts she would inevitably discover.

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