The kindergarten teacher looked familiar. As Mark watched his daughter, Sophie, wave to the woman, a creeping sense of recognition began to dawn. It was Miss Miller, her kindergarten teacher. The same Miss Miller who taught him, twenty-five years ago. The same Miss Miller who had called his parents about his messy behavior.

He felt an immediate pang of discomfort. He shifted uncomfortably in his seat. He remembered the playdate, the art projects, the constant reprimands. He could feel the eyes of the other parents on him, all with their own embarrassing memories of Miss Miller. He felt the urge to leave the room. He felt it was his turn to be called up for bad behavior.

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