The gallery owner, a woman known for her icy composure, gestured towards the newcomer. "Isn't that…?"

A crimson tide began to climb Amelia's neck. Her hands, usually so steady, fumbled with the clasp of her purse. Across the room, bathed in the harsh gallery lights, stood a man whose entire left arm was a vibrant, sprawling recreation of her “Whispers of the Wind” series. Amelia felt her stomach churn.

Her own artwork, splashed across someone’s skin, permanently displayed. She wanted to disappear, melt into the polished floorboards. The man smiled, oblivious to her internal chaos. He approached, eyes sparkling with admiration. “Absolutely stunning work,” he said.

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