The invitation lay open on the coffee table. She flipped her phone closed. She could almost *smell* the desperation, the forced smiles, the thinly veiled competitions. She'd known most of them for so long.

She pictured herself there, caught in a room full of manufactured joy. She hated that image.

She picked up the phone again. She had a meeting to schedule, a client to call. She would be busy that night, and every other night. And not a single one of them, with their perfect lives, would see her.

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