"I… I don't understand," Emily said, her voice barely audible. The patent examiner, a stern woman with steel-grey hair, simply pointed to a diagram on the screen. The machine, her invention, a system for automated pet-grooming, was strikingly similar to one already patented.

A wave of nausea washed over her. She gripped the edge of the table, her knuckles whitening. Her carefully constructed argument disintegrated in her head. All those late nights, the prototypes, the sacrifices… all for this?

The air seemed to have thickened, making it hard to breathe. She felt a burning sensation behind her eyes.

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