The bustling emergency room felt like a pressure cooker. Emily sat on a worn bench, her leg throbbing. She hated hospitals. Especially now.

A nurse called her name. The doctor looked grim. Emily’s gut twisted into a tight knot. The doctor didn’t want to say it.

“Do you know what this means?” Emily asked, a tremor in her voice.

The doctor just looked away.

Then, a man in a wheelchair rolled up beside her. He looked ashen. Emily glanced at his chart, the name of her rare disease staring back at her. Their eyes met, and a silent understanding passed between them. He just shook his head slightly.

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