The fluorescent lights cast a harsh glare on the empty cubicle. Michael, once a successful designer, now sat at a desk in the records department. He found himself avoiding eye contact with his new co-workers.

He'd spent the morning trying to organize files, his fingers clumsy on the keyboard. He kept deleting the wrong documents. He bit his lip, trying not to show how he felt.

A bead of sweat trickled down his temple. He felt an overwhelming urge to flee. He was sure everyone was staring, judging his every move.

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