“How’s the writing going, honey?” her mother asked, a cheerful smile lighting her face. Amelia forced a smile of her own. She wanted to scream, to lash out. Her hero, the writer she’d idolized, was revealed to be a thief. Her own words, her own heart, had been stolen and repackaged.

She mumbled something noncommittal, fiddling with the fork, unable to eat her dinner. The joy had vanished, leaving a hollowness in its wake. She felt as though someone had pulled the rug out from under her, and she was left floundering, disoriented.

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