The waiting room seemed to shrink, the bright sunlight outside now too glaring. Sarah, upon learning of the file mishap, wished the floor would open up. She wanted to bolt from the room. She was told she had been prescribed medication based on a file that wasn't hers. It felt as though everyone could read her mind. Her palms began to sweat, and she ran a hand through her hair, making it stand up on end. She tried to appear composed as she spoke to the doctor, her voice barely a whisper. The details included in the other file were mortifying to think about.

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