She saw Dr. Silva in the hallway, his face beaming. The announcement had been a shock, but her initial reaction, a visceral, churning sickness, hardened into something else. She forced a smile, a brittle mask, and asked, "How are you enjoying the sunshine, Professor?"

Later, she found herself lingering in his lab, the sterile air thick with a subtle tension. She casually examined his grant proposals, noting the flaws, the overstatements, the areas where the research was... weak. She was especially interested in the experimental setup.

The next day she called the university research ethics board. An anonymous tip, of course.

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