The shrieks, the giggles, and the general bedlam of the slumber party had finally reached its breaking point. A furious knock announced the arrival of Mr. Davies, whose apartment was directly below. He stood there, arms crossed, his face a thundercloud.

"We… we can turn it down," Leo managed, his voice barely audible. He looked around at the dozen sugar-fueled children, suddenly acutely aware of the princess tiara askew on his head.

He mumbled something else, the words lost in the sea of giggles now tinged with guilt. Leo avoided eye contact, shuffling back towards the chaos he'd created.

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