The notice taped to the elevator door felt like a brand. It announced the building's conversion to condominiums. Sarah fumbled with her keys, dropping them twice before managing to unlock her apartment. The air seemed thin, as if the walls were closing in on her. She quickly closed the door, leaning against it, her chest rising and falling rapidly.

She had spent the last five years cultivating a comfortable, if somewhat bohemian, aesthetic. Her furniture was a mismatched collection of thrift store finds and hand-me-downs, the walls adorned with prints of questionable quality. Now, picture her next to a sleek, granite-countered kitchen: a disaster.

She didn't want to run into Mr. Henderson, the slick realtor who'd been eyeing her unit. She'd seen him earlier, talking to a couple in the lobby, his smile radiating insincerity. She hid behind her thick, oversized sunglasses.

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