The discovery struck her like a physical blow. The account, the lies, the sheer audacity of it all. It was more than a secret; it was a carefully constructed deception. The knot in her stomach tightened. She needed a release.

She began by taking down all the family photos. She put them in a box, hidden away in the attic. The walls of their home, once filled with shared memories, now felt cold and empty.

The next day, she began going through their belongings, carefully separating them. Items of sentimental value, from each of them, were marked for donation. Items of material value, were for her. She was slowly but surely taking everything he had loved.

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