The phone call ended, and Sarah dropped the receiver back into its cradle with a thud. She stared blankly at the wall, the words echoing in her mind. “Thank you for sending us your manuscript, but…” The rest was a blur, a polite rejection. The room seemed to tilt slightly.

She ran her hand through her hair, a gesture of frantic frustration. Her carefully curated workspace, usually a source of comfort, now felt like a cage. She couldn't meet her partner's eyes when he asked, "How did it go?" She stammered something about "they're still considering," but the lie tasted like ash. The shame was a cold knot in her stomach.

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