The elevator doors closed, leaving Ethan alone with the echoing silence of the building. He stared at his reflection, a mask of disappointment, a grimace forming on his face. He'd never liked Robert, always seeing him as someone who relied on nepotism to get ahead.

He walked back to his desk, took a deep breath, and started deleting every contact he had saved for Robert. Then, he started creating a few new ones.

Later, he would sit back and watch how these small, insignificant actions began to unravel the tapestry of Robert's career, hoping to see the man squirm. He'd be happy to sit back and watch.

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