The professor’s voice, usually so full of enthusiasm, sounded distant and hollow. The news hung in the air, a thick, suffocating fog. Maya felt her cheeks burning, her heart pounding a frantic rhythm against her ribs. She couldn't look at anyone. She felt the urge to apologize, even though she wasn't responsible for this mess.

She focused on the crack in the lecture hall ceiling, counting the tiles, anything to keep from completely losing it. She'd invested everything, her time, her energy, her hopes, in this place. Now what? The question echoed in her head, a deafening roar. She felt a profound sense of failure, as if she had somehow failed to save the school.

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