"Well, this is awkward," Michael muttered, the words barely audible. He'd come up to find his wife's old sewing machine. He had hoped for a quick in-and-out, not to be immersed in the residue of other people's lives. His shoulders slumped.

A collection of vintage clothing, including a particularly flamboyant sequined jumpsuit, hung from a makeshift rack. He felt his cheeks grow hot. The previous owner, a flamboyant woman based on the clothes, obviously had a life quite different than the quiet existence he and his wife led.

He backed away slowly, as if the clothes might reach out and grab him. He knew he'd have to tell his wife. He pictured her reaction. He'd never live this down. He bolted from the attic, the feeling of being exposed clinging to him like a second skin.

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