Sarah pushed open the heavy door, the bell above it a jarring clang. The shop was a mausoleum of forgotten treasures, each item whispering a tale of loss. She felt a prickle of annoyance, a familiar ache blooming in her chest.

"Can I help you?" The shopkeeper, a woman with a severe bun and eyes that missed nothing, eyed her with a practiced indifference. "Just browsing," Sarah snapped, running a gloved hand along a shelf of chipped teacups.

The ring sat nestled in the glass, the diamond winking mockingly. Her grandfather had given it to her grandmother. She recalled the old woman's warnings about her own impending marriage. She hated that she'd been right. The irony of it all felt like a physical blow.

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