Liam stared at the note, his cheeks burning. He’d found it in a dog-eared copy of *Moby Dick*. The author was a girl, judging by the bubbly handwriting. It was an apology. A really, *really* apologetic apology.

He felt the color drain from his face as he read about a broken promise, a missed date, and a very unhappy birthday. He slumped against the bookshelf, suddenly overwhelmed by a feeling of exposure.

He cleared his throat. It was as if he was caught naked. He ran his hand through his hair, glancing around, praying no one was watching him. He hoped to disappear.

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