"Mom, can we go?" Mark whined, tugging at his mother’s sleeve. "I don't like Mrs. Henderson." Sarah couldn't blame him. She felt the same way. The woman’s stern gaze and clipped speech were exactly as she remembered them from third grade.

She'd been dreading this parent-teacher conference. Walking into the familiar classroom, filled with the same posters and the same stale smell of crayons and paper, felt like stepping back in time. Mrs. Henderson gestured to a tiny chair. Sarah reluctantly sat down, shrinking into herself.

"Your son is… energetic," Mrs. Henderson said, her lips pursed in a way that had always intimidated Sarah. Sarah recalled all the times she was sent to the principal's office. She swallowed hard, already preparing herself for a repeat performance.

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