The deed was done. Clara stared at the peeling wallpaper in the living room, a bitter smile playing on her lips. She ran a hand over the cold, cracked porcelain of the antique doll their grandmother had treasured. Now, it was hers. And Edward… Edward wouldn't get a single trinket he wanted.

He’d always been the favorite. The golden child. While she'd been stuck changing bedpans and listening to their grandmother's endless complaints, Edward was jet-setting around Europe. Let him come back and see what his share of the inheritance looked like.

Clara imagined his face when he arrived, the smug look wiped clean. She started cataloging the contents of the house, a slow, meticulous process. Each item, now hers, a silent victory. Her gut twisted with a sharp, familiar ache. Good.

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