She found the notebook tucked away in the back of the bookshelf, hidden behind a collection of well-loved cookbooks. The first entry, written in a shaky hand, was "Visit the Louvre." Then, in a neater script, "Learn to Play the Piano." But it was the third item that made Sarah’s cheeks flame: “Go skinny dipping in the ocean." She couldn’t believe it.

A wave of heat washed over her. She gripped the notebook tighter, her knuckles white. She quickly shut the book and slammed it back into the shelf with more force than necessary. The room seemed suddenly smaller, the air tighter. She needed to leave, to get away from the evidence of his secrets.

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