The basement smelled of damp concrete and old paper. Liam crouched beside a box labeled "Liam's Schoolwork – Kindergarten to High School." A cold sweat broke out on his forehead. He slowly opened the box. First grade. The dreaded "All About My Family" project. A crudely drawn picture of stick figures. And in the corner, a little box with a smiley face. The assignment required him to write about the things he loved. He had forgotten.

He felt his cheeks burn. He could feel the familiar weight of self-consciousness pressing down on his chest. It had been years, but the humiliation felt fresh. He wanted to shout. He wanted to run. He just wanted it to disappear.

His father, oblivious, sauntered in. "Hey, Li. Remember this?" He held up a paper airplane construction project. Liam gave a weak smile, but his guts churned with regret and awkwardness.

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