The clatter of silverware on porcelain felt like a personal insult. Evelyn watched her brother, Mark, across the Thanksgiving table. He’d announced his decision last week, a pronouncement delivered with the pious air of a freshly ordained. Now, he sat, radiating a serenity that made her teeth ache. She speared a rogue Brussels sprout with unnecessary force, the fork scraping against the plate. The way he spoke, as though he’d unlocked the universe’s secrets… it was infuriating.

His wife, Sarah, kept glancing at Evelyn, a silent plea in her eyes. Evelyn offered her a tight smile, the muscles in her jaw screaming. The food, painstakingly prepared by their mother, seemed to curdle in her stomach.

She cleared her throat. “So, Mark,” she said, her voice clipped, “Are the rituals… complicated? All this… new stuff?” She gestured vaguely towards him, the words tasting like ash.

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