The waiting room felt suddenly too small, the floral wallpaper pressing in. Liam fiddled with the edge of his resume, the paper beginning to fray under his nervous fingers. Across from him, Maya, his best friend since kindergarten, was casually chatting with another applicant, a relaxed smile gracing her face. He forced a smile of his own when their eyes met, but it felt stiff, a grimace.

He wanted the ground to swallow him whole. They’d agreed on a 'friendly competition', but seeing Maya's effortless confidence, the way she seemed to command the room, stung. He cleared his throat, the sound loud in the sudden hush.

His palms were slick. He wished he'd chosen a different tie, a different suit, anything to feel less… exposed. The receptionist called Maya's name, and he watched her rise with a graceful ease that made his own limbs feel wooden.

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