The photographer gestured for everyone to gather for a group shot. Clara felt a cold dread settle in her gut. He was right there, positioned directly beside her friend, the bride. She wanted to disappear.

She forced a smile, but it felt brittle and artificial. Her cheeks burned. During the picture, she kept her gaze fixed on the ground, avoiding all eye contact. "Cheese," she squeaked, a sound barely audible above the photographer’s commands. She hoped, desperately, that the photo would be blurry, that her presence would be rendered insignificant.

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