A wave of heat surged through Ethan. His journal, filled with the raw, unfiltered emotions of a recent heartbreak, was open on the desk, and next to it, sat his roommate, Jake. He felt a sharp, stabbing pain in his chest.

His throat constricted. He wanted to scream, to lash out, but he remained rooted to the spot, frozen by the sickening realization. The room seemed to spin, the familiar objects blurring before his eyes.

He spun on his heels and stumbled out of the room, needing to be anywhere but there. The raw vulnerability of his words, now exposed, made him want to collapse.

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