The shrink-wrapped book felt like a lead weight in Elias's hands. He'd stumbled upon it in the "New Releases" section of the bookstore, his name staring back at him in bold, unapologetic letters. He felt a hot flush creep up his neck, a prickly heat that spread across his scalp. His palms began to sweat, and he fumbled with the book, nearly dropping it. He just wanted to disappear. He didn't want anyone to see him.

He hastily maneuvered toward a secluded corner, away from prying eyes. The cover showed a younger, more idealistic version of himself, smiling widely. He remembered that photo. It had been taken during a particularly awkward high school talent show.

He considered leaving the book where it was, but the pull was too strong. He had to know. With trembling fingers, he tore open the plastic and flipped the book open.

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