"Well, this is just great," mumbled Clara, staring at the scaffolding that had sprung up overnight next door. Her carefully cultivated tranquility, the peace she’d fought so hard to find, was shattered. Her morning meditation seemed like a distant memory.

The sheer audacity of it all! She’d only just put up new rose bushes for privacy! Now she would have to face the inevitable. The constant scrutiny, the noise, the dust.

Later, she found herself avoiding eye contact with her neighbor’s wife when she passed her in the street. The woman smiled, but Clara just hurried on, clutching her grocery bag a little too tightly.

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