The list was a small, unassuming thing, but it packed a punch. "Adopt a puppy." "Start a garden." "Leave a legacy." His heart felt like a block of ice. He understood now. She wasn't building a future with him. He felt strangely calm, detached.

She would learn to regret this, he promised himself.

The first thing he did was sign the lease on the new apartment. Alone.

Then he went to the local animal shelter and found the saddest, most needy puppy. He named it 'Karma'.

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