James felt a visceral twist of something in his stomach when he heard the news. He felt cold, like ice was pouring through his veins. That arrogant kid, Daniel, making more than him? He tasted metal in his mouth.

He took to “accidentally” misplacing Daniel's stapler, his favorite pen. Little things, just to unsettle him. He always managed to be "too busy" when Daniel asked for help.

He started subtly sabotaging Daniel’s project drafts. He could see his colleagues growing a dislike for Daniel, and he felt a satisfaction whenever someone would complain about his work.

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