Sarah felt a wave of…discomfort wash over her as she scanned her mother's list. *Go skydiving.* Her mother, who had meticulously planned every aspect of her life, down to the brand of tea she drank, wanted to *jump out of a plane?*

She sank into the floral-patterned armchair, her fingers tracing the faded ink. *Write a novel.* Sarah, a book editor, felt a pang of… something. Was this some kind of passive-aggressive commentary on her own career choices?

She closed her eyes, picturing her mother, a woman who always played it safe, hurtling through the air. The image was so incongruous. She'd need a stiff drink.

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