He stared at the billboard. His name, his artwork, larger than life. The entire city would see it. Daniel had envisioned a different future for this piece. He'd planned to submit it to a competition, not have it plastered across a commercial space.

He ran a hand through his hair, leaving it standing on end. He felt a lump forming in his throat. He wished he could crawl into a hole.

A car honked. He realized he was standing in the middle of the sidewalk, staring at his work. People were starting to stare at him. He hurried towards a side street, avoiding eye contact.

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