The apology was delivered by a mutual friend. Michael had been asked to deliver a message, a carefully constructed olive branch from a person who had vanished from his life. He stared at it, the paper a reminder of his own past wounds. He politely took the letter, his face carefully blank.

He waited for Michael to leave. Then, he went into his study. The room was perfectly organized, every object in its place. He carefully placed the letter in the shredder. He pressed the button. The mechanical whirring was music to his ears.

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