"I... I can't believe it," I stammered, my voice barely a whisper. Professor Davies, my advisor, was leaving. The news hit me like a physical blow, stealing the air from my lungs. The departmental email. Just... gone.

My hands felt clumsy, useless. I knocked over a stack of books, sending them tumbling to the floor. "Oh, God," I muttered, scrambling to pick them up, my cheeks burning with a fiery shame. I felt a desperate urge to run, to hide, to somehow rewind time and un-see the words. The library, once my sanctuary, suddenly felt like a cage.

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