The antique dealer, a woman with a severe bun and even more severe opinions, sniffed at the chipped teacup Sarah had brought in. “Common porcelain,” she declared, tapping a manicured nail against the fragile surface. Sarah's shoulders slumped. She'd been so proud of the find, found at a local flea market, thinking it might be a valuable piece.

A glint of gold caught her eye across the shop. Mrs. Petrov, her neighbor, was casually pointing to a diamond tiara, chatting amiably with the dealer. Sarah knew Mrs. Petrov’s house: the unassuming exterior, the overflowing garden, the apparent thriftiness.

She felt a flush of heat rise in her neck. Her meager savings, carefully hoarded, felt insignificant now. She mumbled an excuse and hastily retreated, the teacup feeling impossibly heavy in her hands.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224