The clipboard felt like it weighed a ton in Agnes's hands. She hadn't expected Mr. Henderson to be *home* when she went over. She’d figured she could slip a politely worded note under his door detailing her desire for a privacy fence, leaving a diagram she’d meticulously sketched with a ruler. Now, face to face, she stammered, pointing at the drawing, her cheeks burning. “Just… a suggestion, really.”

Her voice cracked. She instantly wished she could rewind time and just… *not*. Mr. Henderson, with his booming laugh and easygoing nature, was the last person she wanted to confront.

He peered at the sketch, his brow furrowed. Agnes felt a hot prickle at the back of her neck, the kind that always heralded a disastrous social interaction.

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