I stared at the gleaming, polished countertop, the air thick with the scent of freshly brewed coffee. My brother, Ethan, received the keys to our family’s successful chain of coffee shops. I, on the other hand, was presented with a small, leather-bound journal. The lawyer, a distant cousin, looked at me with a strange expression. I felt my face flush. The journal was my grandmother's diary, a secret she'd kept her entire life. Everyone in the room seemed to know about it. My breath hitched, a small sob threatening to escape. I wanted to vanish.

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