The upscale restaurant thrummed with quiet conversation and the clinking of silverware. He picked at his food, suddenly finding his appetite gone. The starched linen napkin felt scratchy against his hand.

He hated this. He hated everything about the situation. He felt a bead of sweat trickle down his temple.

A waiter approached, his face a picture of polite concern. He leaned down and spoke in a hushed tone, “Sir, there’s a gentleman at the bar who… well, he has something he’d like to show you.” The waiter’s eyes flicked to his arm.

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