The test score, a devastating 'D', felt like a physical blow to Eleanor. She'd worked harder on this project than anything in her life. It was personal. This professor, a woman with a reputation for playing favorites, was clearly biased.

Eleanor began to focus her ire on the professor's beloved pet project: the campus garden. Late at night, cloaked in darkness, she started small. Snapping the stems of prize-winning roses. Cutting the irrigation pipes. It was a silent rebellion, a quiet sabotage.

She watched from her window as the professor fussed over the wilting plants. A grim smile touched her lips. This was a long game, a slow burn of frustration.

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