The rejection letter crackled in Maya's hand. It was the sound of her dreams, shredded and tossed into the overflowing bin in the hallway. Her cheeks burned with a heat she couldn't explain. She’d told everyone. Grandparents, cousins, the nice lady at the bakery - all of them knew about the scholarship. Now, she'd have to face them.

She shoved the letter into her already crammed backpack, the paper rustling again. Avoiding eye contact with the receptionist, she mumbled a hasty goodbye and practically sprinted from the building. The air felt thin and cold against her face.

At the bus stop, she sunk onto the hard plastic bench, tracing circles on the scuffed surface with her finger. Each rotation was a little more despondent, the movements growing quicker and more frantic as the bus lumbered into view.

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