The old house, the smell of paint and floorboards. It felt more like a stranger's house than her own. But here she was, nonetheless, feeling a familiar sense of disquiet as the first wall crumbled. Her jaw clenched. She had come to pay her respects, but the moment she arrived she wanted to run.

She kept her gaze fixed on the ground, avoiding the stares of the construction workers. Their glances made her skin crawl. She pulled her scarf tighter around her neck, as if that would somehow shield her. The dust swirled around her feet, a physical representation of the memories she was trying to bury.

She turned and walked away, disappearing down the street.

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