The email arrived as she was getting ready to present her research findings to the university board. A shiver ran down Clara's spine as she saw the name in the sender field: Brad Thompson. The boy who’d made her life a misery in high school. She'd spent years deliberately avoiding him, moving across the country to get away from him.

Her hands started to tremble, and she had to sit down. Her carefully crafted presentation seemed to blur before her eyes. The thought of him, of his judging gaze, of reliving the sting of his cruel words, threatened to unravel all the work she had done. She closed her eyes and took a deep, shaky breath, fighting the urge to simply delete the email and disappear.

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