The doctor’s soothing words did nothing to quell the fire raging inside her. They had given her the wrong diagnosis, the one belonging to a woman with a terminal illness. Her healthy life, her future – all stolen. Now, she was forced to deal with the fear of her own mortality. Her breaths came in short, shallow gasps.

She left the clinic, her gait brisk, purposeful. She stopped at the local pharmacy, a place she frequented for vitamins. She would make this right.

She inquired about the medications the other woman had been prescribed.

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