He worked the night shift at the hospital, the endless cycle of beeps and alarms a familiar lullaby. He’d seen it all – life, death, and everything in between. He knew the secrets hidden behind the sterile walls, the unspoken truths. He knew he was supposed to keep those secrets.

He checked the patient files with clinical detachment, searching for a name. He had spent months following a doctor, a specialist who had become a rock in his life. The man had betrayed him. The man had lied. He found the file, the name, and the room number.

He walked to the room. The door opened, and he was there. He had come here to help, to comfort. But as he looked at the man's face, he realised how much the doctor had let him down. The man was asleep, and he could barely move. This was his chance.

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