The afternoon sun, filtering through the grimy window of the bookstore, illuminated the dust motes dancing in the air, a scene that now seemed to taunt her. Claire had been happily humming, looking for a copy of *Jane Eyre* to add to her collection. That happiness had evaporated in a puff of smoke.

A small, brittle piece of paper fluttered out as she opened the book.

The letter detailed a lost love, a lover left behind, and a silent promise of reunion. Claire’s breath caught in her throat. The letter described a love so passionate, so profound, that it exposed her own, lackluster existence. Her own love life was a joke.

She quickly slammed the book shut, her hands clammy. She carefully put the book back on the shelf. She tried to smile at the cashier on the way out, but her face felt frozen. The walk home felt like a long, painful march.

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