The glossy magazine felt slick between Elias's fingers. He’d flipped through it countless times already, each pass stirring the same acidic taste in his mouth. *Examples of Stellar Essays: A Guide to Collegiate Admissions.* There, on page 47, was his drivel, perfectly formatted, with the title he’d agonized over: "The Sound of Silence."

He slammed the magazine onto the worn coffee table, the force rattling the chipped ceramic mug. The room was too bright, the sunlight mocking the dim mood that had settled upon him. He needed more coffee. He needed to incinerate this entire publication.

“They actually *liked* that?” he muttered to the empty apartment. The words dripped with a sarcasm he barely managed to contain. He felt a deep, twisting irritation at the panel of readers who had apparently found something of value in his teenage angst.

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