The patent attorney’s words echoed in Elias’s mind: “Already patented, I’m afraid.” Elias tightened his grip on the steering wheel, knuckles white. The rain lashed against the windshield, mirroring the storm brewing inside him. He drove past the gleaming headquarters of “InnovateTech,” a company that had stolen his life’s work. His pulse hammered a furious rhythm.

He pulled into a deserted parking lot, the asphalt slick under his tires. With a grunt, he shut off the engine. The interior of the car was suddenly quiet, amplifying the thrumming in his ears. He stared at the InnovateTech building, its lights mocking him. A plan began to solidify in the dark corners of his mind.

He knew their vulnerabilities, the backdoors, the blind spots. He’d spent years poring over their research, dissecting their patents. He was the architect of their success, the ghost in their machine. He smiled, a thin, cold line. Tonight, the ghost would return.

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