The tiny, sequined clutch in her hand felt like a life raft. She clutched it fiercely, her knuckles white. The room was a symphony of forced merriment, and she was the conductor of its silent anxiety. She hated being the center of attention. She preferred to blend into the wallpaper, to observe quietly. She wished she was anywhere else.

The air conditioning seemed to have failed. A bead of sweat trickled down her temple. She dabbed at it with a tissue, feeling the dampness spread. She looked at her parents. They looked so happy. This was supposed to be a celebration.

"Um… hi, everyone," she managed, her voice barely audible. A few people clapped politely. She winced.

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