“Are you alright?” The question, laced with concern, came from behind him. Mark had just answered the door to the manager, who was shaking his head, pointing at his ceiling, and muttering about complaints. Mark had been practicing his bagpipes.

Mark felt the blood drain from his face. His arms felt heavy, his legs weak. He’d thought he was improving, but judging by the manager's expression, the building's residents apparently didn't share his enthusiasm.

He forced a smile at his girlfriend who stood behind him. He needed to say something. To explain. But his throat felt tight. He had a sudden urge to just run away, to escape the disapproving gaze of the manager. His cheeks were blazing. The bagpipes, now silent, suddenly seemed to weigh a ton.

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