The invitation sat on Amelia's fridge, a beacon of brightly colored antagonism. “Becca’s Beach Bash!” it screamed, complete with a cartoon starfish wearing a party hat. Amelia crumpled the flyer in her hand, the paper crackling like a dry leaf. She'd chosen a simple, elegant dinner at a new French restaurant, a far cry from Becca's boisterous, sand-between-your-toes affair.

Amelia envisioned the scene: shrieking children, sunburned adults, and Becca, basking in the attention, her smile stretched wide and fake. A shudder ran through her. She slammed the fridge door, the magnetic seal clicking with finality.

"I can't believe she'd do this," she muttered, the words thick with distaste. Her own carefully curated guest list felt less impressive now, smaller somehow. She picked up her phone, ready to send a mass text cancelling her plans.

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