Agnes practically vibrated with unease. Her carefully crafted ceramic sculptures, whimsical creatures with mismatched features, were staring back at her from the gallery window. She hadn't even finished the last glaze! A cold sweat beaded on her forehead. She clutched her handbag so tightly her knuckles were white. Why hadn’t they contacted her?

The gallery owner, a slick man with a too-white smile, materialized beside her. “Isn’t it marvelous, Agnes? The response has been… tremendous!” He gestured expansively at the crowd milling inside, a few of whom were staring, pointing, and whispering. Agnes stammered something unintelligible. The words caught in her throat.

Every exposed flaw seemed magnified, every uneven edge now a glaring imperfection. She wished the ground would open up and 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