The annual family reunion was in full swing, the air thick with the smell of barbecue and the sound of boisterous laughter. Michael, however, felt a cold knot tighten in his stomach. He'd just learned he had a condition so rare it was almost mythical.

He was hiding in the corner, trying to avoid any notice. He just wanted it to disappear. Suddenly, his cousin, Emily, approached, a plate piled high with potato salad. "Michael? You look pale. Are you okay?"

He mumbled something unintelligible, avoiding eye contact. She must have seen the medical folder in his hand.

Emily’s smile faded. “Is that… are you talking about…?” she whispered. Her voice was barely audible above the din of the party. “Because I… I was just diagnosed.”

He stared at her, the potato salad suddenly looking unappetizing. The noise faded away.

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