He tried to act casual, but his hands wouldn’t stop shaking as he navigated the narrow hallway. Mark hadn't realized how *small* the house was until he was trying to squeeze past his father, who was holding a tray of appetizers. They were for his welcome back party.

His father, bless his heart, had gone all out. Balloons, streamers, the works. His friends from high school, now with families and careers, were milling about, offering awkward hugs and sympathetic smiles. The thought of facing them made his stomach clench.

He spotted his childhood bedroom. He looked at the door. He didn't want to go in there.

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