He stammered, “I… I don’t know what you mean.” The contractor, a burly man with a suspicious glare, had just asked if he’d been in the crawlspace. His face grew hot. He'd found the hidden passage, concealed behind a meticulously placed wall in the guest bathroom.

The contractor continued to stare him down. He’d clearly already known, or suspected, something. The heat that had settled on his neck had rapidly risen towards his ears. He swallowed hard, trying to appear unconcerned. He should have never tried to find out where the draft was coming from.

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