The email arrived like a poisoned dart. "Due to unforeseen circumstances..." The words blurred as Amelia reread them, the fluorescent lights of the library suddenly buzzing in her ears. Unforeseen? She’d spent four years sacrificing, working two jobs, to get here. Now, poof. Gone.

A tremor went through her as she slammed her laptop shut. She'd get their attention. The campus's prize-winning rose garden, meticulously cultivated by the Dean, was her target. That night, under the cover of a bruised sky, she crept through the dark, a watering can filled with a carefully concocted mix. The sweet scent of roses would soon be soured by something far less pleasant.

The next day, her smile was as sharp as the thorns she'd harvested. She watched the Dean's face contort with each passing hour, the roses turning black one by one, the rich soil now reeking of regret.

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