The email notification had arrived at the worst possible time: a Friday afternoon, right before a planned dinner with her impossibly stylish friend group. "New Listing: 14 Willow Creek Lane." Emily’s breath hitched. She felt her face go hot.

She clicked through the gallery. The living room looked pristine, unrecognizable from the cluttered chaos of her childhood. She remembered her mother’s floral wallpaper – now painted a chic, neutral gray. The memories, once comforting, now felt like an unwelcome invasion.

She texted a curt reply to her friends, canceling dinner with a flimsy excuse. The thought of them, of their sleek apartments and curated lives, seeing her in the context of her past, mortified her. She pictured them scrutinizing her, dissecting her upbringing. She buried her face in her hands, wanting to disappear.

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