Sarah’s cheeks burned. Her sister, Emily, was telling everyone at Thanksgiving dinner about her impending Bat Mitzvah. This would have been fine, except Emily had just declared she was leaving the family’s Christian faith and converting to Judaism. Sarah felt a pressure build behind her eyes, a tightness in her chest that made it hard to breathe. The turkey, usually a delicious centerpiece, suddenly smelled like… well, nothing appealing.

Her mother’s forced smile was a grim mask.

Sarah kept her gaze firmly fixed on her mashed potatoes, meticulously separating the pieces of potato from the butter. Each grain of salt suddenly felt enormous. She heard her grandmother’s hushed, distressed whisper.

The world seemed to shrink, condensing into the small circle of the dinner table. She had to escape.

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