The flickering candlelight danced across the walls of the old library. I ran my fingers across the brittle paper, the words of my mother's resignation stinging my eyes. "Unforeseen circumstances necessitate my departure," it read, a careful lie masking the truth. She had been ostracized, blacklisted, for refusing to compromise her principles. Her career, her reputation, destroyed.

A knot tightened in my stomach. I saw her face in my mind, the quiet strength that had masked her pain. I knew who was responsible. The memory of their smug smiles, their casual dismissals, burned in my memory. They had taken everything from her. And now, they would pay. I was their new lawyer.

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