The tiny, hidden compartment behind the bookshelf yielded its secret: a stack of crisp hundred-dollar bills. This discovery plunged Mark into a pit of profound discomfort. His wife, Lisa, had meticulously concealed her savings. He felt a throbbing ache in his temples, and his breath came in short, shallow gasps.

Later, he found her in the living room, watching television. He felt a strange disconnect, like a stranger was standing there. He simply gestured towards the now empty space behind the bookcase.

Lisa turned, her eyes wide, then she covered her face with her hands. Her shoulders began to shake.

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