The gala was in full swing, and Lisa was making polite conversation with a group of strangers. She spotted the “Chief Technology Officer” of her friend, Karen’s, company. A few weeks ago, Karen had boasted about getting a promotion, but Lisa noticed him looking at her with a confused expression as she approached. As the man turned away, his expression turned to shock. He seemed to recognize her.

Lisa felt the blood drain from her face. She felt a sudden, suffocating tightness in her chest. She excused herself, muttering something about needing air, and fled the opulent ballroom. She wanted to disappear, to vanish into thin air. She felt like she was trapped in a nightmare.

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