The bookstore owner, a stout woman named Agnes, watched with a raised eyebrow as Fiona frantically leafed through the pages of a well-loved copy of *Little Women*. Fiona had just confessed, in a fit of oversharing fueled by lukewarm coffee and nerves, that she hated her sister's new puppy, and the memory made her stomach churn. Now she was wishing she had kept her mouth shut.

A small, yellowed envelope, sealed with a dried flower, tumbled out.

Inside, a letter in elegant cursive revealed a deep secret. A mother confessed her unspoken love for a son, detailing her silent regrets. Fiona’s breath hitched. She quickly and carefully put the letter back in the book, then placed the book back on the shelf. The sudden need to leave the shop seized her.

"Find anything interesting?" Agnes asked, her voice unexpectedly loud.

"No," Fiona choked out, turning and rushing towards the door.

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