He saw the picture on the front of the magazine, his "Ocean Breeze" cocktail, now known as "Paradise Found." The woman on the cover, a glamorous model, was sipping his drink, grinning. He felt a wave of nausea. His throat constricted. The magazine was in every magazine rack.

He'd spent years perfecting the balance of flavors, the secret ingredients, the perfect garnish. Now, it was being celebrated as someone else's.

Later, he’d "accidentally" leave a bottle of a potent, but almost undetectable, ingredient in the back of the bar.

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