The aroma of freshly sawn wood was the first sign. Then came the trucks, the lumber, and finally, the construction crew. Amelia, who loathed all forms of change, felt a sudden chill.

Her meticulously organized life, with its predictable routines and familiar patterns, was now under threat. This upheaval felt like a personal affront. She found herself obsessively checking the progress, as if she could somehow influence the outcome.

The first time she heard the workers laughing, she ran to the back of her house, and found a book to read. She tried to lose herself in the story, but the noise of the construction echoed the sound of her own anxiety.

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