He’d always considered himself a practical man. Finding the attic crammed with boxes, though, left him feeling… unsettled. The previous owners, a family he’d only glimpsed in passing, had certainly left their mark. He began sorting through the items.

A collection of porcelain dolls stared up at him from a dusty box. Their painted smiles seemed mocking. He felt a prickle of discomfort as he picked one up; its cold, unyielding porcelain pressing against his palm.

He hadn’t anticipated this burden. He’d envisioned a simple clear out. He slammed the box shut, the sound echoing in the stillness. He felt a sudden, inexplicable urge to scrub the attic walls clean, to erase the lingering presence of these strangers. The dolls seemed to know something, and they'd left their secret behind.

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