A wave of nausea hit Clara as she stared at the official-looking letter. Her carefully constructed schedule for the semester, her meticulously chosen electives, her future… all dissolving before her eyes. She wanted to scream. Her carefully curated image, the one of the competent, confident student, threatened to shatter.

Her hand trembled as she reached for her half-eaten sandwich. She couldn’t finish it. The bread felt like a lead weight in her stomach. She pictured her parents, the sacrifices they'd made. Shame bloomed in her stomach, making her want to disappear. Clutching the letter, she wanted to rip it to shreds, to erase the devastating news.

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