The airport felt like a pressure cooker to Chloe. Her flight to the charity gala, where she was the guest of honor, was delayed for the third time. The organizers had been counting on her presence. Now, her absence would be the highlight of the evening.

She kept checking her reflection in the darkened window of the terminal, scrutinizing every aspect of her appearance, smoothing her dress, and adjusting her hair. She felt the urge to hide and never be seen again.

A notification popped up, from the charity’s director, an excited message with pictures of the room and the guests. The director also wrote, “We cannot wait to see you!” Chloe's gut twisted. She let out a small, involuntary sigh.

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