The letter was found tucked between the pages of a well-worn cookbook. It was addressed to her mother, filled with childish complaints and demands for affection. Now, decades later, the words felt like a testament to her own weakness, a reminder of her never-ending need for maternal validation. The words clawed at her, and she could not help but feel a sudden pang of regret.

She went to her mother's grave and stood there for a long time, the unsaid words echoing in the silence. The weight of her past pressed down on her, and she felt a great weariness. She left the letter at the foot of the headstone, a silent offering, the words a final, bitter goodbye.

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