The radio blared in the bakery. "The famous 'Aunt Susan's Chocolate Chip Cookies' are the best in the state!" Sarah, the actual Aunt Susan, nearly choked on her coffee. Her sister, Brenda, had "borrowed" her recipe, the one that had been passed down for generations.

The phone rang. It was Brenda, calling to gush about her success. Sarah found herself unable to speak, she merely mumbled into the phone. The joy in Brenda’s voice felt like a slap.

Her face grew hot. She clenched her fists. She felt a burning need to say something, anything, but the words seemed to stick in her throat. She hung up the phone.

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