The patent lawyer, a slick man named Harding, kept smiling, a gesture that felt like a personal insult to Elias. His own work, months of sleepless nights and scrapped prototypes, now reduced to a footnote in someone else's triumph. "Unfortunately, Mr. Thorne," Harding began, his voice smooth as oil, "The 'kinetic energy harvesting sock' is already… covered." Elias clenched his fists, the blood draining from his knuckles. He could practically smell the audacity of the other inventor, that pompous fraud.

He slammed the file shut, the sound echoing in the sterile office. "Covered? By what, divine intervention? That moron's sock barely moves! Mine... mine is a revolution!" He wanted to scream, to rip the patent application to shreds, to show Harding the raw, unadulterated brilliance that had been stolen. But he knew it was a futile exercise. The system, as always, favored the well-connected, the lucky. He just wanted to go home and kick something.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250