The cheap, store-bought card depicted a generic cake. It was the kind of thing you’d find at a supermarket checkout. The lack of a name made Sarah feel…unmoored. It was her birthday. She’d told everyone. She was expecting dozens of messages from friends and family. This was like a tiny, unwanted present.

Her hands started to tremble as she held the card. She found herself looking around, as if someone was watching her. She quickly walked inside, closing the door behind her with a loud thud. She wanted to hide. She felt the sudden urge to hide under the bed.

She ripped it open. The generic message inside was just as bad as the exterior. She tossed it in the trash, then grabbed it back out. She hated the feeling she had. Suddenly, the entire day felt off.

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