"Thank you for your time, Mr. Henderson." The words were polite, professional, but they felt like a betrayal. John swallowed hard, the lump in his throat making it difficult to breathe. He clutched his clarinet case, the smooth wood suddenly feeling rough against his fingers.

He hadn’t even made it to the audition. The rejection, the abrupt end to his musical ambitions, was a heavy blow. He kept his head down, quickly exiting the room and the building, trying to avoid the stares of the other hopefuls. He rushed down the street, feeling a need to escape.

The music had died.

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