He’d left the meeting with a forced smile plastered on his face, but as soon as he was out on the street, it crumbled. David felt a cold sweat break out on his forehead. The editor had been kind, genuinely so, but the bottom line was clear: no. His story, his words, weren’t good enough.

He jammed the rejection letter into the bin, the action offering a small, fleeting moment of satisfaction. The city felt hostile, its vibrant energy now a mocking reminder of his aspirations. He pulled his hat low, shielding his face from the gazes of strangers. He thought about canceling his lunch plans and hiding away in his flat.

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