The photograph, faded and creased, felt heavy in Elias's hand. His sister, Sarah, had found it tucked inside a bible. It was a picture of their grandmother, young and laughing, with a man Elias didn't recognize.

"Who is he?" Sarah asked, her voice sharp. Elias had no idea.

The rest of the house seemed to be filled with secrets. Their grandmother, it turned out, had lived a life completely separate from the one he had known. There were love letters, hidden diaries, and trinkets that spoke of another world. He felt like he was walking through a museum of a stranger's life.

He wanted to put the picture down, to pretend he hadn't seen it, but he knew he couldn't. He looked at Sarah, and suddenly felt incredibly small.

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