Rain lashed against the windows of the art gallery, mirroring the storm brewing inside Elias. He stared at the woman across the room, at her flowing silk dress and the way she moved among the abstract paintings, a picture of sophistication. It was Clara, his childhood accomplice in every scraped knee and whispered secret.

He’d approached her, a knot of foolish hope twisting in his stomach. But the moment their eyes met, her expression was blank. "I'm sorry," she'd said, her voice a polished instrument he didn't recognize, "Have we met?"

Elias had felt the blood drain from his face. She’d looked right through him. He found himself walking toward an empty corner. He picked at a stray thread on his jacket. He watched her. Her entire existence, carefully curated, perfectly presented. This woman in front of him bore no resemblance to the girl who used to swing from the rusty swing set in their backyard. He needed air.

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