Agnes surveyed the haphazard display of discarded belongings with a curl of her lip. A chipped porcelain doll leered from a dusty table, its painted eyes somehow accusing. She’d come for a specific reason – a vintage tea set she’d spotted online – but the detritus of other people's lives was an unwelcome distraction. Then, she saw it: a faded, patched-up teddy bear, crammed between a chipped vase and a stack of romance novels. The price tag read “$2.00.” Utterly ridiculous.

She nudged the bear with her toe, a strange, prickling sensation crawling up her spine. The fabric was worn threadbare, the button eyes half-gone. It looked utterly pathetic. She imagined some snot-nosed child, clutching this thing with slobbery hands. A wave of irritation washed over her.

“Is that all you want?” the yard sale hostess asked, her voice cheerful. Agnes almost snarled at the woman's obliviousness. "Just the tea set." She indicated the table across the lawn, then turned her back on the bear, its existence a pointless offense.

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