The air in the library felt thick and heavy, pressing down on Ethan. He hunched over the textbook, the words swimming before his eyes. He reread the professor's email for the tenth time, each sentence a fresh source of discomfort. He felt a stinging sensation behind his eyes, a familiar prelude to a breakdown.

He slammed the book shut, the sound echoing in the otherwise quiet space. He couldn't focus. He felt a deep sense of inadequacy, as if he had failed not only the assignment but also himself. He wanted to scream. He wanted to cry.

He pulled his hood up, trying to hide. He needed to be alone. He felt a burning shame, an agonizing awareness of his transgression.

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