He’d insisted on coming, despite his wife's protestations. “It’s just a house, Michael,” she’d said, but he hadn’t been able to explain why it felt like much more. Now, as the first bulldozer clawed at the siding, he felt his throat constrict. He’d told everyone at the office he had a doctor's appointment. He wasn't sure what would be worse: the spectacle of his vulnerability or the knowledge that his coworkers knew how deeply he cared.

His shoulders slumped. He felt a burning in his cheeks. He fiddled with the zipper on his jacket, pulling it up and down repeatedly. He knew, rationally, that the new owner would build something bigger, more modern, but that didn't stop the feeling of a gaping wound. He didn't want to explain why he was taking photos of the soon-to-be-destroyed house. He felt the gaze of the construction workers, silently judging him. He wished he'd brought sunglasses.

He mumbled something about a forgotten errand and turned, hurrying back to his car.

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