The email arrived during lunch, the subject line a stark, unwelcome splash of red amongst the usual clutter. Amelia’s fingers, normally quick to navigate her inbox, fumbled as she clicked it open. Her appetite vanished instantly. The cafeteria, usually a vibrant hum of chatter and clattering trays, suddenly felt like a vast, echoing space. She reread the terse rejection letter, the words blurring, the sentences twisting into accusations. She slowly closed her laptop, her face burning. She shoved the half-eaten sandwich back into its container, the plastic crinkling loudly in the sudden, painful quiet.

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