"Oh, dear God," whispered Sarah, staring at the dust cloud billowing from next door. She’d been planning a casual brunch on her patio. Now, the patio was covered in a film of grime.

She’d spent the morning carefully arranging the table, setting out her best china, and baking a batch of croissants. Her perfect world had just been invaded by chaos. She could feel a flush creeping up her cheeks. She was usually so put together.

She considered cancelling the brunch. But that felt like a defeat. Instead, she grabbed a broom and started sweeping, her movements jerky and hasty. She hoped to salvage something, anything, from the ruins.

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