The invitation to the book club read of Elara Thorne’s new novel sat, pristine and accusing, on Amelia’s kitchen counter. Her cheeks burned, a heat that spread down her neck. She’d championed Thorne’s work for years, devoured every page, built her identity around their shared love of the fantastical landscapes. Now, the landscapes seemed less mystical, more… familiar.

Amelia’s fingers tightened on the edge of the counter, knuckles white. She’d kept a journal, a private collection of her own half-formed worlds. The uncanny resemblance between Thorne's prose and her own scribbled ideas felt like a personal violation, a theft from her soul.

A wave of nausea churned in her stomach. She couldn't bring herself to meet her book club friends. She knew the knowing looks would be unbearable. She quickly made up an excuse.

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