The message was brief, a cold fact on a crisp, digital screen. Her advisor, Professor Moreau, was accepting a position elsewhere. Sarah’s blood ran cold. She stared at the words, her eyes stinging. The floor beneath her feet seemed to tilt.

She closed her laptop with a snap, the sound echoing unnaturally loud in the quiet of her apartment. A wave of nausea rolled over her, and she had to grip the edge of the table to steady herself. Her carefully planned thesis, her future, now seemed precarious, teetering on a foundation of shifting sand. She felt a profound sense of isolation, alone in the face of this unexpected upheaval.

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