The card was a bizarre combination of clowns and unicorns, and the colours were atrocious. It was a nightmare. The fact that it was unsigned made Chloe feel…uneasy. It was her birthday. She’d thrown a party, expecting more.

She quickly glanced around, her eyes darting from side to side. She felt a strange heat in her chest. She wanted to scream. She went inside, slammed the door behind her, and threw the card on the floor.

She wanted to burn it. She wanted to know who had sent it. She stomped on it then picked it up. She hated this feeling of being mocked and decided to ignore the card for now.

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