The announcement blared over the radio: "Burger Bliss, closing its doors." Mark felt a jolt of anger. This couldn’t be happening. He’d eaten there every Friday for the past decade. It was sacred.

He drove past the building the next day, a flicker of an idea igniting in his mind. He pulled over, parking across the street. He watched as the moving trucks loaded up. Then, he grabbed his phone and started making calls.

He needed to "remind" the landlord about some unpaid back taxes. He needed to "suggest" that the health inspector pay a visit. He knew some of the restaurant's suppliers, and maybe, just maybe, he could "have a word" about potential future business. A small, twisted smile played on his lips.

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