The news of a half-brother, Ben, filled Sarah with a sharp, unwelcome pang. It felt like her world had tilted on its axis, and she needed to find the horizon.

She began to focus on Ben's business. Ben's business was booming.

She spoke of the flaws, the ways it could all fall apart. She spoke to those who were involved.

She made sure that Ben's investors knew about his half-sister, and how he had never been aware.

She watched Ben's business crumble, a slow, agonizing process. She smiled while it all fell.

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