The notification popped up during a particularly hectic work meeting. Sarah nearly choked on her water. It was Kevin, the bane of her elementary school existence, the boy who'd once stolen her favorite sparkly pencil. Her fingers fumbled as she tried to minimize the window, accidentally clicking on his profile instead. She stared at the picture - him, older, a little softer around the edges, but still with that smug smirk. A wave of heat washed over her face, and she found herself unconsciously smoothing down her already perfect hair.

Later, she found herself staring at her phone, unable to concentrate on anything else. Should she accept? What would he want? A pit formed in her stomach as she imagined all the embarrassing incidents from their childhood, replaying in her mind like a broken record.

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