A vein throbbed in Michael’s forehead as he reread the article. The news, splashed across every literary blog, confirmed his suspicions. His hero, the man whose words had once seemed to shimmer with originality, had been exposed. The accusations were undeniable. Paragraph after paragraph, his own meticulously crafted sentences, twisted and repackaged, were staring back at him.

He crumpled the newspaper in his fist, the paper crinkling like a death rattle. He almost laughed. The irony was exquisite. He’d spent countless hours dissecting the man's works, trying to emulate his style, his voice. He’d practically worshipped the words. Now, they were a mockery.

He stalked into his kitchen, and slammed his hand against the counter. He had a sudden urge to break something. He pulled a chair out from under the table and kicked it across the room. The chair skidded and crashed into the wall, a satisfying release of frustration.

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