The scent of old paper usually comforted Evelyn. Today, it was another source of torment. She'd been on the lookout for a copy of *Alice in Wonderland* to read to her niece, but now, the world was spinning.

A small, meticulously folded note spilled out of the book.

The letter contained a secret plea for help, a cry for salvation, and a desperate hope for a new beginning. Evelyn's face flushed. The writer confessed to feeling hopeless, lost, and afraid. Evelyn had been feeling that way, too.

She couldn't look anyone in the eye. She quickly slipped the book back on the shelf. She suddenly felt the need to apologize to everyone she'd ever met. She hurried out of the store. The world seemed to be closing in around her.

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