The sunlight seemed too bright in the living room. Sarah shifted uncomfortably on the floral-print sofa, the old photo clutched between her trembling fingers. Her great-aunt Millie, renowned for her charity work and strict moral code, was in the picture, arm in arm with a man who was clearly not her husband. They were laughing, mid-dance, looking utterly carefree.

A flush crept up her neck, making her skin prickle. Sarah had always believed her family held themselves to a higher standard, better than everyone else. This clandestine scene threatened to shatter that illusion. She wanted to scream.

She crumpled the corner of the photograph, her knuckles white. She couldn’t let anyone see this.

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