He’d always dreamed of being a writer, a small voice inside constantly urging him to put pen to paper. Then he discovered Alistair Finch. Now the voice was completely silent. The man's words were breathtaking, revolutionary. Now, he found that Finch's newest book included lines and passages he'd written years ago.

David stared at the open book in his hands, his breath catching in his throat. A cold sweat slicked his palms. Finch, his idol, his inspiration, had taken his work.

He closed the book with a snap, the sound echoing in the sudden quiet of his study. He had to avoid his friends. He couldn't speak. He felt a deep ache. He couldn’t even look at his own writing again.

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