The notice fluttered from her grasp, landing face-up on the cracked pavement. She froze, her breath catching in her throat. A wave of heat washed over her, making her vision swim. The bright midday sun seemed to amplify the shame. She desperately wished the ground would open up and swallow her whole.

A neighbor's dog barked in the distance, each yap a piercing indictment. She bent to retrieve the notice, her hands shaking, her cheeks burning. She quickly stuffed it into her purse, then adjusted her scarf, hoping to hide her face. She practically ran back inside, avoiding the stares she imagined were directed at her.

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