The gallery was packed. A low hum of conversation vibrated through the high-ceilinged room. Amelia spotted her painting – "Sunset Over the Dismal Swamp" – hanging prominently. Her stomach took a nosedive. She hadn't even finished the piece, let alone authorized it for display. She wanted to shrink into the patterned wallpaper, to become invisible.

Her cheeks burned. She smoothed a nonexistent wrinkle on her dress, feeling the fabric cling to her clammy hands. A cluster of people were pointing at her work, discussing it. They were using words like "vibrant" and "compelling." She felt a strange buzzing in her ears.

A woman with a crimson scarf approached. "Are you the artist?" she asked, her voice bright. Amelia opened her mouth, but only a small, strangled sound escaped. She nodded, unable to meet the woman's gaze.

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