The thought of actually seeing him, face-to-face, was revolting. For months, they'd bonded over a shared love of obscure indie music. He, apparently, had a "unique perspective" on life. Now, here he was, texting her from across the street. Sophia's hands clenched into fists in her lap, her knuckles turning white.

She watched him approach, a shy smile playing on his lips, holding a copy of a vinyl record. He looked utterly harmless, entirely unthreatening. Her mind raced, cataloging all the things that grated on her. She had a sudden, overwhelming urge to break the record over his head.

"Hey, it's really great to finally meet you, Sophia." His voice was gentle, and the urge passed, replaced with a cold, detached amusement.

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