The publisher's gala was a disaster from the moment Sarah walked in. Everyone seemed to know. The whispered conversations, the pointed glances, the clinking of champagne glasses that suddenly seemed deafening. Her biography, "Sarah's Truth," was the event's centerpiece.

She'd been assured that the details would be kept private. Apparently, that assurance was a lie. She clutched her handbag so tightly that her knuckles ached.

She spotted the author, the woman who had “written” her story, across the crowded room. The woman offered her a smile. Sarah wanted to run, to scream, to disappear into the nearest potted plant. Instead, she took a deep breath and headed toward the exit.

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