He stared at the screen, the cursor blinking mockingly. The publisher's polite refusal felt like a slap in the face. His face felt hot, his ears ringing. He wanted to shout, to rage against the injustice of it all.

He pushed back from his desk, the chair scraping against the floor. He paced the room, a caged animal, the words of the rejection echoing in his head. Every object in the room seemed to judge him. The framed degrees, the overflowing bookshelves, the half-finished coffee mug.

He felt the sudden urge to smash something, anything. He clenched his fists, struggling to control the rising tide of emotions. He needed to be alone.

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