Marcus felt the blood drain from his face as he read the letter. His father's affair, his half-brother, Daniel. It was the only thing anyone would talk about now.

He decided that everyone would soon be talking about something else.

He started small. A whisper here, a subtle comment there. Daniel worked for their father's company. He made sure the rumors about Daniel's lack of qualifications spread.

He smiled when Daniel was removed from all the positions he was offered. A tiny satisfaction that felt like a pebble in his shoe.

He went to a restaurant and began to speak to an editor. Marcus spoke of an affair, of a half-brother. He smiled while the editor took notes.

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