Rain lashed down as I watched, mortified, from my kitchen window. Sparky, my tiny chihuahua, was face to face with a slobbering Great Dane, thanks to a hole in the fence. A shiver, not entirely from the cold, ran down my spine.

I grabbed a towel and a whistle, dread pooling in my gut. I hated the potential for conflict.

Mr. Peterson, the owner of the Great Dane, was notoriously bad-tempered, and I was going to have to make the uncomfortable walk over there, in my pajamas, to retrieve my pet. My cheeks were on fire.

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