The sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Amelia clutched the photograph, her knuckles white. It depicted her mother, years younger, standing in front of a sprawling Victorian house, hand-in-hand with a man who was definitely not her father.

Her stomach churned. All her life, her mother had painted a picture of a perfect, albeit tragically short, courtship with her father. Stories of a whirlwind romance, their eyes meeting across a crowded room, a love that transcended all else. This photograph, however, told a different story.

She felt a wave of nausea. She needed air.

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