Liam was in the middle of a boisterous debate with his friends about the merits of a particular video game when the text arrived. He glanced down at his phone, his smile fading as he read the brief message. His throat constricted. He excused himself, murmuring something about needing to use the restroom, and practically sprinted towards the sanctuary of a stall. Inside, he leaned against the cool tile, his breath coming in shallow gasps. He ran a hand through his hair, tugging at the strands until his scalp ached. He felt the blood rush to his ears, the world fading to a muffled buzz.

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