The first sign was the whispers. At the grocery store, in line at the coffee shop, from her neighbors. "Did you read the book?" they asked, eyes alight with a specific kind of gleeful knowledge.

"A Portrait of Penelope: A Life in Secrets," it was called. She hadn't even known she *had* secrets, let alone enough to fill a book.

Her stomach churned. A cold sweat broke out on her forehead. She felt exposed, vulnerable, like someone had stolen her skin. She found herself checking over her shoulder constantly.

She started wearing a baseball cap and oversized sunglasses whenever she left her apartment.

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