"Thank you for your time," the editor had said, her voice smooth and professional. The words were a polite dismissal, the smile strained. Thomas felt a prickling sensation at the back of his neck, a sense of heat creeping up his face. The manuscript, his baby, his dream, was deemed "not a good fit."

He mumbled a polite farewell and practically fled the room. He walked blindly down the corridor, dodging staff and pretending to study the artwork. He just wanted to get out, to escape the building, to escape the knowledge that his carefully crafted world was deemed unworthy. The air felt thin, his lungs struggling to expand. He needed to be alone.

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