The aroma of freshly baked bread filled the bakery, but Lily couldn't enjoy it. “My Teenage Confessions,” her diary’s title, stared back at her from the phone. It was plastered on every website, every blog. Her secrets, her hopes, her fears, all there for everyone to see. She felt exposed, vulnerable.

She gripped the counter, her knuckles white. She looked around the bustling shop, suddenly aware of every pair of eyes. She felt the urge to flee, to hide. She envisioned her family, her friends, their faces etched with shock and possibly even amusement. A cold sweat erupted on her skin as she slowly sank into a chair.

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