"Dinner's ready!" Her mother’s call drifted up the stairs. Emma took a deep breath, trying to calm her racing heart. She hadn’t left her room all day, pretending to be busy with nonexistent work. Now, she had to face the reality of her current situation – eating her mother’s bland meatloaf at the family table.

The staircase creaked as she descended. The dining room seemed smaller, more cramped, than she remembered. Her father patted the seat next to him. She sat down, acutely aware of the silence that followed. She could feel her cheeks getting warm.

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