"I can't believe she did this to us," Amelia muttered, pacing the length of the sunroom. Her sister, Chloe, sat on a floral-print sofa, calmly sipping tea. Amelia felt a surge of cold fury.

It wasn't that the house itself was important. It was that Chloe would get the easy life, the pretty house, while Amelia would have to struggle. Their grandmother's decision was a final insult.

Amelia’s fingers tightened on her inherited antique teacup. She’d meticulously inventoried everything, ensuring that Chloe got nothing of value. The lawyer's words had been music to her ears. The things the grandmother loved most would not go to Chloe.

Her gaze hardened, fixed on Chloe. This was a war, and she intended to win. Let her sit there and drink tea, Amelia thought.

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