The sudden darkness felt like a physical blow to David. He was locked in with Brenda – the one who'd spread the vicious rumour about his personal life. Three hours, and she was already whimpering. He could smell her fear, and it was a heady scent.

His own heart rate remained steady, his expression was impassive as Brenda began to hyperventilate. He leaned against the wall, crossing his arms. He wasn’t going to offer her any comfort.

He wouldn’t even acknowledge her. This was the most satisfying silence he'd felt in weeks. He thought about what he would have to do when they got out. The damage control. But now? He was in no rush.

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