"Can I help you?" The curt tone sliced through Marco's already frayed nerves. It was Chloe, his childhood friend, now the head chef at the upscale restaurant. She didn't recognize him. He’d booked a table under a false name. He was going to make sure she did.

He carefully surveyed the exquisitely plated dish before him, a delicate arrangement of foams and microgreens. He'd meticulously researched the menu, every ingredient, every preparation.

He took a slow bite, chewing deliberately. "This," he said, his voice carefully controlled, "is… not quite what I expected." His gaze locked on hers. He could see the hint of irritation in her eyes. It was a start.

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