The constant buzzing of the power saw sliced through the afternoon calm. Sarah glared at the wall next to her patio. The construction was now directly visible from her kitchen window. She had been meaning to paint the kitchen for months, and now, it felt like she was constantly being judged.

She had spent the morning trying to clean the garden, but the dust and noise kept driving her back inside. She felt a prickle of annoyance on her skin. She hated the feeling of being exposed.

She closed the blinds, then immediately opened them again. She couldn’t stay hidden. She clenched her jaw. She would not let this project ruin her afternoon. But the sound of hammering made her want to weep.

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