Agnes shifted uncomfortably in her seat, the plush velvet of the antique chair suddenly feeling coarse against her skin. The annual doll convention was always a trial, but this year was different. Her daughter, little Lily, had inherited Agnes's passion for porcelain dolls with a fervor that bordered on alarming. Lily, barely seven, was now presenting a doll made entirely of human hair, sourced from "donations" (Agnes suspected the school playground). A hush fell over the room as Lily, cheeks flushed with pride, described the intricate braiding. Agnes wanted the floor to swallow her whole.

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