The doctor’s office felt suddenly small, the air thick and close. Amelia had just learned her file was swapped with someone else’s – a Mr. Henderson. She gripped her purse so tightly her knuckles whitened. The doctor was still talking, explaining something about the impact on her treatment plan, but the words blurred. A heat crept up her neck, staining her cheeks a furious red. She felt compelled to pick at a stray thread on the arm of the chair. It was Mr. Henderson’s file, containing the embarrassing details of his… well, she wasn’t supposed to know. But she did.

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