The request arrived as a sudden, unwelcome blow. "Gregory Miller wants to be your friend." Sarah felt a jolt of shock, and her pulse quickened. Greg Miller. The boy who used to hide her glasses and then laugh when she couldn't find them.

A flush crept up her neck, reaching her ears. She felt a familiar tightness in her chest, a phantom pressure that mirrored the fear she'd felt as a child. She had not thought of him for years.

She looked at the notification again, a slow, deliberate assessment of her situation. She closed the browser, and went out and sat in her backyard. She focused on the birds. She focused on the trees.

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