The sterile white walls of the hospital room seemed to constrict around Noah. Across the room, Ethan, his former friend, lay in the bed, recovering from a minor operation. Ethan, who didn’t even remember their shared trips to the abandoned railway.

Noah fiddled with the oxygen tubing, checking it over and over. He'd requested to be assigned to this ward. He had a specific reason.

He cleared his throat. "So, how are you feeling?" His voice sounded unnaturally loud in the quiet room. He subtly adjusted the flow rate of the oxygen. Ethan didn’t notice.

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