"That's… that's *me*," Chloe stammered, pointing at the laptop screen. Her throat constricted. Her eyes flicked around the crowded coffee shop, as if expecting everyone to be staring. The article, complete with scanned pages from her diary, was undeniable. The details of her first kiss, the fights with her mom, all laid bare for the public.

Her fingers trembled as she reached for her coffee cup, accidentally spilling some on the table. She quickly wiped it up, her movements jerky and uncoordinated. She wished she could disappear, become invisible. The world around her seemed to spin, the noise of the cafe intensifying until it was a deafening roar.

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