The attic air hung thick with dust motes dancing in the lone sunbeam. Martha clutched the yellowed paper, a blush creeping up her neck. She’d stumbled upon it while sorting through boxes – a letter addressed to her childhood best friend, Sarah. It was a missive filled with clumsy adolescent declarations of undying loyalty and desperate pleas for Sarah to *please* understand her. Her cheeks burned.

She crumpled the paper in her fist, then, with a sigh, smoothed it out again. The handwriting – her own, a spidery script – was agonizingly familiar. She remembered the feverish excitement with which she had penned those words, the careful placement of each exclamation point. She let out a shaky breath, then quickly stuffed it back into the box. This discovery was best left buried.

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