The air in the inventor's lab was thick with the scent of soldering fumes and failure. Michael, slumped on a stool, traced circles on the dusty workbench. The patent office had declared his "universal wrench" too similar to an existing design.

He felt a profound sense of humiliation. He’d poured his heart and soul, and all his savings, into this project. Now, everything felt tainted. He just wanted to go home, lock the door, and pull the curtains closed. He had lost his inspiration.

The silence of the workshop was crushing. He couldn't meet his own eyes in the reflection of the glass display case.

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