The scent of jasmine hung heavy in the air as he stood outside her house. He held a bouquet of her favorite flowers, a carefully chosen olive branch. He remembered the night they'd argued, the harsh words exchanged, the irreparable damage caused by his careless accusations.

He’d spent years regretting his actions, the bitterness that had consumed him. He'd tried to bury the anger, to forget, but the memory lingered, a constant ache. He had to try.

He rang the doorbell, his heart pounding in his chest. He would be pleasant, friendly, apologetic. But as the door opened and he saw her face, he knew. He couldn't.

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