The photograph, discovered tucked away in a dusty box, revealed a side of her grandfather that was never spoken of. There he was, in a dimly lit bar, surrounded by people of a different creed than he claimed to hold. Elizabeth's throat tightened.

Her family had always painted him as a man of unwavering faith and piety, a model of integrity. She, in contrast, felt like she had been judged and rejected by them her whole life.

A coldness settled in her bones. This was her opportunity. She would use the evidence like a scalpel, meticulously carving away at the facade. She would make them question everything.

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