The aroma of lavender potpourri couldn’t mask the musty scent of the guest room, where Emily had found a box full of her school assignments. She felt a profound sense of unease. It wasn't the projects themselves, but what they represented. Her handwriting, the way she formed her letters. She was reminded of the way others would judge her.

She picked up a drawing, a pencil sketch of a horse. It was crude, childish. She remembered being so proud of it then. Now, it just felt embarrassing. The memories were a physical burden.

Her brother poked his head into the room, grinning. "Check this out!" he said, waving a piece of paper. Emily's cheeks burned. She wanted to yell, to tell him to go away, but the words wouldn't come.

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