The opening night was in full swing, the gallery awash in a sea of champagne flutes and hushed whispers. Clara felt a strange tightening in her chest. The large-scale, unfinished sculpture she’d been wrestling with for months was prominently situated in the middle of the room. She’d intended to keep it a private project, a learning experience.

She quickly darted to the back, away from the chatter and the bright lights. She felt as though she might be sick. She touched her face and found it cold and clammy.

A man, his face flushed, approached her. "Absolutely stunning," he said, gesturing towards the sculpture. His compliment felt like a slap in the face. Clara mumbled a thank you and slipped away, searching for an exit.

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