He had the envelope framed and displayed prominently in his office, a twisted trophy. He had been planning the elaborate display for years. The paper within, a meticulously handwritten apology from Mark, was a source of constant amusement. Each day, he would look at it with a sneer.

He’d spent the intervening years building his empire, while Mark’s life had seemingly crumbled. His success felt sweeter, knowing it had been at his opponent's expense. The letter remained, a reminder of what he had taken. A smile, thin and predatory, 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