The noise was deafening: the roar of the machinery, the splintering of wood, the crunch of metal. Michael pressed his hands over his ears, but it didn't help. The sounds resonated through his bones. He couldn't understand how they could be making so much noise.

He wanted to scream, to yell for them to stop. He wanted to run inside and stop the destruction. He gripped the worn leather of his camera bag, a talisman he'd carried since his youth.

He felt as though his very essence was being torn apart, piece by piece, as the house crumbled before him. He kept his gaze averted, refusing to witness the final act.

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