He wanted the floor to swallow him whole. He found the letter in a library book, a collection of poetry. The words, scrawled in hurried penmanship, were from a child to their absent parent.

He felt a searing shame. The letter spoke of missing a parent, of hope. He stared at the page, the words blurring. He swallowed hard.

His stomach clenched. He quickly closed the book, wanting to get away from the painful words. He put the book back on the shelf, then fled the library, feeling like he’d stolen something.

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