The professor’s words, sharp and dismissive, echoed in Mark’s mind. Accused of plagiarism in his final essay, Mark was left shattered, a cloud of despair settling on him. He knew who had orchestrated the false accusations. It was Claire, the class's most studious, if somewhat unlikable, student. Her envy had reached a boiling point.

Mark began to circulate rumours. He targeted Claire's aspirations of getting into a prestigious graduate program. He subtly spread whispers about her erratic behaviour and dubious research methods.

He contacted some potential mentors, hinting at "red flags" in her application. The program rejected her. He felt a slow, dark satisfaction, a strange sense of liberation.

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