He had to be mistaken. This couldn't be happening. He’d seen the name on the sign, but surely there was another "Mark Thompson" in the city. He'd even double-checked the address. But as the door swung open, revealing a familiar cascade of blonde hair and a too-knowing smile, the air rushed out of him. He could feel his face flush, a heat spreading from his neck up to his temples. “Come in, Mark,” she said, her voice smooth and carefully neutral. His hand froze on the doorknob. He stammered something unintelligible and then stepped inside, his legs feeling like they were made of lead.

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