The bank statement fluttered in Amelia's trembling hand. Eighty-seven thousand dollars. Her husband, George, a man who haggled over the price of a pint of milk, had nearly a hundred grand stashed away. She felt a heat creep up her neck, a prickling behind her eyes. He’d told her they couldn't afford a new washing machine last year. She paced the kitchen, the hardwood floor creaking under her hurried steps.

He arrived home, whistling, a bag of groceries swinging from his arm. "Hey, love! What's for dinner?" he asked cheerfully. Amelia couldn't meet his gaze. She pointed a shaking finger at the statement on the counter.

George's jovial expression instantly crumpled. He looked as though he'd been slapped. He stammered, "I... I can explain."

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