He stared at the screen, the side-by-side comparison of his story and his literary idol’s work. A cold sweat erupted on his forehead. The similarities were undeniable, devastating. He felt a wave of nausea. This was a nightmare.

He thought of all the sleepless nights, all the revisions, all the pouring of his soul onto the page, for someone else to then… He slammed his fist on his desk, the sound echoing in the empty room. He felt a deep, raw pain, a feeling that clawed at his insides.

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