The bookstore, normally a place of solace, now felt like a cage. Oliver stared at the stack of books in front of him, unable to focus. Across the small table, a man named Ethan was describing “Lisa’s” love of poetry. Oliver had spent the last two weekends at poetry readings with *his* Lisa. His cheeks burned.

He felt the unwelcome, prickly sensation of sweat beading on his forehead. He ran a hand through his hair, dislodging his glasses. Ethan continued, oblivious, describing a recent purchase – a first edition of Oliver’s favorite poet. Oliver felt a wave of nausea.

"She says she's never seen a book she loved more," Ethan declared, smiling. Oliver picked up a book and pretended to read. He wanted the earth to swallow him whole. His hands trembled as he turned the page.

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