The air in the used bookstore felt suddenly thick, oppressive. David, usually a picture of composure, felt a bead of sweat trickle down his temple. He’d hoped to find a rare edition of *The Odyssey*. He had been attempting to impress his new boss, a man of letters.

A thin envelope, addressed in elegant calligraphy, tumbled onto the floor.

Inside, a letter revealed a hidden debt, a promise broken, and a life slowly unraveling. It was a confession of financial ruin. David felt a cold wave wash over him. His business had had some bad luck lately.

He stuffed the letter back in the book and jammed the book onto the shelf. He turned and fled, desperate to escape the suffocating weight of the truth. He felt as though everyone could see his own secrets laid bare.

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