The silence of the library was broken only by the rustling of brittle paper. As Eleanor flipped through the album, a cold dread spread through her. The stories about her great-grandmother, a stern, unyielding woman, portrayed her as a pillar of the community, a model of rectitude. But the photographs showed something entirely different.

There she was, laughing wildly with a group of friends, dancing in a manner that would have been scandalous for the time, and with a different man. The photos showed a person bursting with life. A person that was hidden by the family narrative.

Her face burned. She felt exposed, as if someone had pulled back the curtain on a carefully constructed play.

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