The dog-eared notebook lay on the nightstand, its cover faded with age. Sarah flipped it open, her lips twisting. "Bucket List." Honestly. Who *did* this? Underneath, in his messy scrawl, was a list of banal desires. *Learn to play the ukulele.* *Visit the Grand Canyon.* *Finally, finish that novel.* She snorted, the sound sharp in the quiet room. Her fingers drummed a rapid rhythm against the cheap paper.

A headache began to throb behind her eyes as she scanned the list. His dreams seemed so...small. Compared to *her* aspirations, they were laughable. The audacity! To think, he'd probably been scribbling this nonsense while she was slaving away at her career, building their life, sacrificing for them.

She tossed the notebook back onto the nightstand, the gesture dismissive. The cheap wood of the furniture scraped against the paper. She walked to the window, the city lights below offering no solace. She was better than this. He was beneath 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