“Seriously?” Clara stammered, staring at the message on the whiteboard. "Gone, just like that?" Her stomach churned. She'd spent years under Professor Armitage’s tutelage, meticulously building her thesis, relying on his guidance. Now, a single line of hurried handwriting: “Moving on. Best of luck.” That was it. She wanted to scream, to pound her fists on the desk, to rip the paper to shreds. Instead, she just stood there, her hands clenched at her sides, her vision blurring with unshed tears.

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