John felt the color drain from his face as he read the letter. His scholarship, the key to his education, was not his at all. It belonged to another student. He slumped in his chair, the weight of the news pressing him down.

He thought about the phone calls to his family, the hopeful conversations. He felt a hotness spread through him, a mixture of shame and despair. He reread the letter, each word a physical blow. He felt the blood pounding in his ears.

He pictured the other student, the rightful recipient. He wanted to shout, to rail against the injustice. Instead, he sat there, frozen, the paper clutched in his sweaty hand, the future he'd so carefully planned slipping away.

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