The discovery left Martha cold. The woman who raised her wasn’t her mother. The man she thought was her father wasn’t her father. It was as if her entire life was a carefully constructed lie. She tracked down her biological father, a man named Robert, a successful lawyer in a bustling city. She arranged a meeting at a posh restaurant. She played the part of a polite and interested daughter, asking questions, feigning warmth. Robert, oblivious, talked about his life, his family, his success. Martha smiled, a thin, tight line. Later, as she watched him walk away, she smiled again. It was a darker smile this 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