As soon as Sarah saw the open-plan office of the Customer Service team, she felt a wave of nausea. After five years of quiet research in the library, the move felt like a punishment. The chatter and the ringing phones created a constant cacophony.

She forced herself to walk through the crowded space, her eyes glued to the floor. When someone called her name, she jumped, startled. She mumbled a reply, wanting nothing more than to disappear. The warmth of the room seemed to suffocate her.

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