The appraisal was taking place in the stuffy attic. Dust motes danced in the single shaft of sunlight illuminating the room. Sarah watched as the expert, a man with a magnifying glass and a bored expression, examined her grandfather's war medals, one by one. She could feel a cold, hollow ache in her chest.

He tapped a medal with a disinterested finger. “Interesting,” he muttered, his voice devoid of any emotion. He was simply assessing monetary value. Sarah felt her face burn.

She remembered her grandfather's stories, the bravery, the sacrifice. Each medal represented a chapter in his life, now reduced to a line item on a spreadsheet.

"Anything else of value up here?" the man asked, not even looking at her. Sarah choked back a sob, unable to meet his gaze. She wanted to scream at him to stop.

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