"Oh, no, no, no," Maya whispered, reading the notification. Mrs. Chen, her English teacher. It felt like her world had tilted. Quickly, she went to her own profile and started deleting. Anything that could be remotely construed as…unprofessional. Any evidence of parties, any slightly provocative picture, gone.

The next day, she walked into class with a rigid posture. She avoided eye contact and felt a tremor in her hands as she reached for her textbook. When Mrs. Chen asked a question, Maya’s response was a mere murmur. The air seemed thick, the silence amplifying her internal panic.

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