The book arrived in a plain brown wrapper, postmarked from a publisher she'd never heard of. Her name, in large, confident letters, blazed across the cover: "The Accidental Archivist: A Life Uncovered." Her jaw tightened. Her fingers, when she finally pried open the package, were clumsy and reluctant.

A picture of her, taken without her consent at the grocery store, leered back. Inside, the pages detailed her childhood mishaps, her awkward teenage years, her disastrous first date. A blush crept up her neck, a creeping heat that radiated across her face. She felt a need to hide, to vanish.

She slammed the book shut, the sound echoing in her suddenly small apartment. A wave of nausea rolled over her. She paced, clutching her stomach, muttering under her breath, a low, constant hum of outrage.

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