The news felt like a physical blow to Maya. Her 'mother', a woman who had always seemed so perfect, so loving, was a stranger. The adoption revelation left a wound. She’d always struggled to fit in, and now she knew why. She found her biological mother's address and went to her home. It was a small, cluttered apartment, unlike her own spacious, designer-decorated house. Standing at the door, she felt a profound sense of disgust. She made a decision. She would become a shadow, a constant reminder of the life her biological mother had abandoned.

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