He surveyed the scene with a raised eyebrow, a slight twitch at the corner of his mouth. The lawyer droned on, detailing the contents of the will, but Elias barely heard him. He was too busy cataloging the flaws of the place: the sagging porch, the overgrown garden, the sheer, utter *ugliness* of it all. His sister, Clara, was already cooing over a dusty porcelain doll, her eyes sparkling with what Elias considered misplaced sentimentality. He shifted his weight, a subtle clench in his jaw. He could feel a headache beginning, a familiar pressure behind his eyes.

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