“Are you okay, Sarah?” Her roommate, Emily, asked from the doorway, her voice laced with concern. Sarah just stared at the unopened acceptance letter, its official seal a taunt.

"Fine," Sarah said, the word a mere whisper. The letter revealed the error, the mistake of allocation, the end of her financial relief. The joy she had felt when she first learned of the scholarship had vanished, replaced by a terrible constriction in her chest.

She had been so enthusiastic, so confident. She had already bought the textbooks, the expensive art supplies. The reality of having to relinquish it made her want to retreat to bed and never leave. She turned away from Emily, hoping to avoid further questioning and sympathy.

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