"You, uh, you were the subject of that biography, right?" The delivery guy, a pimply-faced teenager, was staring at her with wide eyes. He was holding a pizza box.

Her name was splashed across the package, alongside her address.

She wished she had the courage to tell him to go away. Instead, she just stood there, mortified.

"A Life of Unspoken Truths," the book was titled, detailing her mundane existence. She could barely bring herself to look at him.

Her voice cracked when she paid for the pizza, hoping he'd just leave.

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