"Just a small patch," Mrs. Gable had pleaded, her voice a little too high-pitched for my liking. "My arthritis makes it difficult to manage a whole garden." I studied her, imagining her perfect little harvest.

I nodded, the gesture curt. "Fine." My jaw ached from the effort of suppressing the urge to sneer.

That evening, under the cloak of darkness, I quietly gathered the necessary items. I knew that slugs had a particular fondness for a certain common vegetable. I also knew a bit about the proper methods of pest control - the kind that never showed any trace.

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