The elevator doors closed, shutting out the imposing facade of "Literary Heights Publishing." John slumped against the back wall, the rejection letter crinkling in his pocket. He'd imagined this moment so many times, but the reality was far more devastating. The editor's smile had been encouraging, but the words were a clear and decisive "no."

He took a deep breath, trying to steady his nerves. He didn't want to see anyone, talk to anyone. He just wanted to be invisible. He pulled his jacket tighter, as if to ward off the chill that had settled over him. He felt like a failure.

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