The scent of freshly baked cupcakes filled Maya’s apartment, a stark contrast to the aroma of chlorine and hot dogs she imagined permeating Sarah's pool party. Maya surveyed the scene, meticulously arranging the vintage teacups on the lace tablecloth. Her own party, a sophisticated afternoon tea, had been planned for months.

She re-read the email from Sarah, cheerfully inviting her to the "biggest pool party of the year!" alongside a poorly-edited selfie of Sarah flashing a wide smile. Maya bit her lip, the taste of sweetness replaced by something sour.

She picked up a delicate china saucer, examining the intricate floral pattern, suddenly aware of its fragility. Sarah’s raucous celebration felt like a deliberate act of sabotage, a blatant attempt to overshadow her carefully constructed event.

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