The world seemed to tilt. Thomas noticed his roommate, Daniel, wearing a new T-shirt with a band logo that Thomas had mentioned in his journal as being his "all-time favorite." His gut twisted. This was more than just a coincidence.

He felt a sudden chill, despite the warm air. He pretended to study, but his eyes darted to Daniel, looking for a tell, a hint of guilt. Daniel, lounging on the bed, acted completely nonchalant.

Thomas cleared his throat, trying to sound casual. “Hey, neat shirt. Where'd you get it?” He hated the tremble in his voice. Daniel shrugged, offering a breezy reply, a casual dismissal that only intensified his creeping horror.

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