The email notification popped up: "Breaking News: Your Diary is Trending!" Sarah nearly choked on her cereal. The thought of her innermost thoughts, her insecurities, her awkward poetry about heartbreak, available for public perusal—it was a nightmare. She clawed at her neck as if trying to rip away the collar of her shirt.

She imagined her grandmother reading the passage where she complained about her endless lectures. The shame felt like a physical weight, pressing down on her chest. She leaped from the table, desperate to escape the suffocating feeling. The house felt too small, the air too thin. She needed to be somewhere else, anywhere else. She needed to hide.

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