He cleared his throat, a nervous habit that always irritated Sarah. "Hey, Sarah, remember that crazy summer camp?" He always had a way of sounding like a puppy.

Sarah froze, the coffee cup halfway to her lips. Camp Evergreen. The name itself summoned images of lukewarm cocoa and the incessant, grating sound of singalongs led by a particularly enthusiastic, irritating redhead named… oh, yes, it was David.

"David," she said, her voice betraying not a hint of warmth. It was more a dry statement, a factual recitation. He fidgeted, his gaze darting around the breakroom.

"Yeah! The hiking! The crafts! You were, uh, you were pretty good at the tie-dye, right?" The memory, she remembered well. A forced activity, all about getting along and being a team player.

Sarah took a slow sip of her coffee, the silence stretching between them. She knew exactly what tie-dye was, but now she would keep her mouth shut. She placed her cup on the counter, the clink sharp in the silence. “Funny you remember that,” she said, and turned away.

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