The hum of the sewing machine, once a source of solace for Evelyn, now grated on her nerves. Her daughter, Chloe, had taken up sewing, a hobby Evelyn had nurtured. Chloe’s clothes were now featured in the local fashion show. Each stitch, each design, was a subtle jab to Evelyn's ego.

Evelyn considered the delicate needle, the sharp scissors. Chloe’s favorite fabric, a silk, had been expensive, and it was hard to work with. She knew how to make it snag, just a tiny bit, so the beautiful design was ruined. She bit her lip, then got back to work.

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