The review was a direct blow to the gut. The critic had trashed his carefully crafted menu, declaring it "lacking in imagination and skill." Chef Julian’s blood ran cold. He ripped the newspaper in half with a savage, silent movement. He felt a sharp, metallic taste in his mouth, a familiar sign of rising pressure. He walked into his walk-in fridge, the cold air doing nothing to calm his nerves. He grabbed a prime cut of Wagyu beef, his touch rough and unyielding. The critic loved Wagyu.

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