Liam stared at the manuscript, the print fuzzy through his suddenly watery eyes. A cold sweat erupted across his back. His stomach churned. The main character, a clumsy, insecure chef struggling with his dreams? The description fit him perfectly, and the fictionalized character’s struggles mirrored Liam’s own recent anxieties about his career. He felt utterly exposed. He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. He didn’t want to see her, not now.

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