The lukewarm tea burned a little as it went down. Emily stared at the floral teacup, mesmerized by the intricate pattern. Across the kitchen table, her father was attempting to make conversation, detailing a local fishing tournament she'd never expressed interest in before. She merely nodded, picking at a chipped nail.

She’d left her apartment in a rush, after an abrupt phone call from her landlord. Her parents’ house, with its cluttered counters and overwhelming scent of air freshener, was a far cry from the modern loft she’d dreamed of. She could feel a flush creeping up her neck, staining her skin. She wished she had never left.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193