The old house creaked, each sound a reminder of the past. David unfolded the letter, a formal announcement of his father's exit from the family business. The reason given was a vague reference to "differences in opinion." He knew it was a lie. The business, the empire his grandfather built, had been stolen from him.

He had watched his father's slow decline, the slow erosion of his spirit. He had to be strong, to make sure his father's legacy wasn't erased. He had built his own business, and it was thriving. He knew how to hurt them. He would make them pay for their betrayal.

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