The email arrived, a digital serpent slithering into Leo’s inbox. He clicked it open, his stomach lurching. The university, normally so enthusiastic in their praise, had a different tone today. There was a “small administrative error” regarding his scholarship. He reread the words, each one a hammer blow. He hadn't been the intended recipient.

His palms began to sweat, slicking against the cool glass of his laptop. He imagined the other student, the *real* recipient, the one who deserved the money that had been keeping his head above water. He felt a hot flush crawl up his neck, staining his cheeks. He wanted to disappear. He wanted the earth to swallow him whole.

Leo closed his laptop, the screen reflecting his own stricken face. He considered ignoring it, pretending it hadn’t arrived, but the weight of it pressed down on him. He knew he'd have to call the financial aid office. He knew, with a certainty that threatened to suffocate him, that he would be speaking to someone who was going to take everything 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