The doctor’s crisp white coat suddenly seemed menacing, a stark contrast to the sterile beige walls of the office. Sarah's hands were clenched, knuckles bone-white. They’d mixed up her file with the man down the hall, the one with the aggressive prostate cancer. Now, she had a prescription for experimental hormone therapy, a treatment designed to shrink tumors, when all she had was a nagging cough. A slow heat began to simmer under her skin.

She excused herself and went to the restroom. In the mirror, her face was tight, her lips a thin, unforgiving line. It wasn't fair. He was getting the care meant for her. This was wrong, and it needed to be made right.

She left the office and bought a dozen roses. She would make certain he knew he was living on borrowed time.

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