The phone call. A brief, polite explanation. Professor Ito was leaving the university. Maria’s breath caught in her throat. The sunlight streaming through her window seemed unnaturally bright, almost hostile.

She sank onto her bed, her legs suddenly weak. A cold, clammy feeling spread through her body. She stared at the ceiling, the carefully constructed plans for her upcoming thesis defense suddenly feeling like a fragile house of cards. She bit her lip, fighting back a wave of… something. She felt a knot of anxiety tighten in her stomach.

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