Sarah choked on her coffee, spluttering a spray across her desk. Her cheeks flushed a fiery red. The notification on her phone read, "Local Author's Teen Diary Leaked Online!" accompanied by a link. She knew, *she knew*, that purple, glitter-covered notebook with the ridiculous heart-shaped lock. She gripped the phone so tightly her knuckles whitened. Her breath hitched, shallow and rapid.

The office seemed to shrink. Every glance felt like a judgment. She imagined her coworkers, already gossiping in hushed tones, dissecting her innermost thoughts from fifteen years ago. She considered feigning illness, calling in sick, anything to escape the impending doom. It felt like her past, with all its awkward crushes and questionable fashion choices, was suddenly projected onto a giant screen for the world to see.

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