Her brother, ever the pragmatist, was negotiating with a collector. The vintage comic books, once her father’s pride and joy, lay spread out on the table. Each book, a portal to childhood adventures, was now a commodity.

She hated it. The man, a sweaty individual with greedy eyes, was flicking through the pages, assessing their condition. Her brother was explaining their rarity. Sarah felt utterly helpless, a feeling so strong it made her want to vomit.

She remembered her father, sharing those stories with them, his excitement. The books weren't just objects, they were a piece of her father. Now they were being discussed like stocks and bonds. She wanted to shout, to snatch them all up, to run away. She just stared at the table, her face a mask.

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