"Sorry, Mr. Harding," the patent lawyer said, his voice a drone. "It's been done." James felt the blood drain from his face. His device, a cure for the rare disease that had taken his wife, was already a reality, owned by a soulless pharmaceutical giant. He felt a cold rage.

He stepped out of the lawyer’s office into the bright, bustling city. The joy of the city seemed to mock him. His wife's memory fueled the smoldering fire inside him. The faces on the street blurred, merging into a single hateful mass.

He started a blog, a crusade. He documented the pharmaceutical company’s shady dealings, their price gouging, the corners they cut. He found disgruntled former employees, whistleblowers, and he encouraged them. His anger became his weapon.

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