The letter arrived on a Tuesday, nestled between a flyer for a local pizza place and a utility bill. He recognized the handwriting immediately. It was from his Aunt Clara. He’d never heard from her since the incident at his grandmother's funeral.

The contents detailed her regret for the things she had said, the accusations she had made about his father. He remembered the stunned silence in the church, the cold glares, the pointed whispers. He balled his fist and pressed it against his forehead. The letter felt heavy, both physically and emotionally.

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