The afternoon sun cast long shadows across her desk as she read the letter. The small, neat handwriting was instantly recognizable. The letter was from her former professor, Dr. Abernathy, who she’d wrongly accused of plagiarism. It was a formal acknowledgment of his innocence and a confession of her mistake.

She stared out the window, her breath catching in her throat. The incident had cost her dearly - her degree, her reputation. She remembered the harsh public criticism, the whispers behind her back. She felt a familiar heat creeping up her neck and spreading to her face. She felt such an immense wave of regret that she could barely breathe.

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