The gallery buzzed, the champagne flutes clinking. Amelia, her cheeks flushed, pretended to admire a particularly uninspired landscape painting while trying to avoid the gaze of a woman with a familiar butterfly design inked onto her forearm. It was a perfect replica of Amelia’s most famous piece, a watercolor she'd spent months perfecting.

Her stomach churned with a sudden lurch. She really wanted to flee. The artist, in a way, feels completely exposed.

The woman with the tattoo, oblivious, moved closer, gesturing excitedly to a friend and pointing at the work hanging on the wall. Amelia could feel her palms getting sweaty. She took a deep breath, clutching her own glass.

"Beautiful, isn't it?" the friend said. Amelia mumbled something that sounded like agreement and quickly retreated towards the hors d'oeuvres.

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