Her palms started to sweat as Michael regaled their mutual friend, Sarah, with the story of their first date. He painted a picture of himself as the smooth-talking charmer, and her as the awkwardly giggling wallflower. She had a completely different recollection. She thought she was the cool one, and he was a nervous wreck.

She shifted in her chair, the hard wooden surface suddenly uncomfortable. A flush crept up her neck, spreading to her face. She took a slow, deliberate sip of her wine, trying to appear nonchalant.

“You were so adorable that night, Ellie,” Michael said, his eyes twinkling. She forced a smile, feeling a tight knot form in her stomach. She wished she could rewind time, or at least interrupt and set the record straight.

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