The silence felt thick, heavy, and delicious. Mark, the man who’d gotten him fired, was pale and sweating. He’d probably wet himself, but Alex could not see. The emergency lights were flickering, causing shadows to dance across the metal walls.

He was in no hurry to push the emergency button, no rush to alert anyone. He'd suffered enough for the past few months. He’d finally found a moment to finally catch his breath.

He folded his arms, watching as Mark tried to pry open the doors. It was a futile effort. Alex savored the moment, the knowledge that Mark was at his mercy.

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