"Oh, for crying out loud," muttered Ben, stuffing the card into his pocket. He was already late for work, and this was not the sort of thing he needed. He felt a prickly sensation crawl up his back. He fumbled with his keys, suddenly clumsy.

He avoided eye contact with everyone on the train, convinced they could all tell he was somehow involved in whatever this card represented. He pulled the card out of his pocket and glanced at it, cringing.

He tried to focus on his work, but the image of the card kept flashing in his mind. He found himself picking at a loose thread on his trousers, a nervous habit he’d thought he’d broken years ago. He felt exposed, stripped bare.

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