The hammering started before dawn, each blow a sharp, insistent punctuation mark on Amelia's simmering ire. Mr. Henderson, with his perfect lawn and smug grin, was finally putting up that fence. The one that would block her view of the sprawling oak, the one that would keep her dog, Buster, from his beloved sniffing expeditions.

She brewed a particularly strong pot of coffee, the aroma doing nothing to soothe the tension knotting her stomach. As she sipped, she looked at the newly-erected posts, the stark, unnatural lines disrupting the natural flow of her garden.

Amelia found an old, rusty can of black paint in the shed.

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