The receptionist's voice, usually so friendly, now felt amplified, cutting through the silence. "Oh, dear," she had said, confirming the error. Michael felt a sudden urge to flee, to simply vanish. The information on his file, meant for someone else, was, well… it was personal. He avoided the eyes of anyone in the vicinity, focusing instead on a small crack in the linoleum floor. The room seemed too bright, the air too still. He cleared his throat, then forced a smile, but felt the muscles in his face tense as he 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