She felt a wave of nausea, a sudden and overwhelming urge to flee. The framed diplomas on the wall swam before her eyes. The scent of lavender candles did nothing to soothe her. She was a grown woman, a successful professional, and yet, here she was, reduced to a trembling mess. She crossed her arms, trying to appear composed, as the door opened and the doctor called her name. The words felt like a death sentence. She could feel her face flush, the heat spreading through her chest like a wildfire. She took a deep breath, and stepped inside the lion's den.

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