The chipped ceramic cat on the table seemed to mock Amelia with its vacant stare. She’d been pretending to browse the chipped plates and dusty trinkets, hoping to blend into the background of the chaotic yard sale. Then she saw him. Hunched in a cardboard box, dusty and faded, sat Barnaby. Her Barnaby. A wave of heat flushed up her neck, making her cheeks burn.

She fumbled with a nearby ceramic gnome, feigning interest. Her hands shook as she picked it up and put it back down again. The gnome’s pointy hat wobbled precariously. Barnaby’s button eyes seemed to follow her movements.

"Everything in the box is a dollar," a voice rasped from behind her. Amelia almost jumped out of her skin. She cleared her throat, trying to sound casual. "Oh, uh, interesting." The gnome suddenly felt intensely awkward.

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