The letter arrived in the mail: a notification of a new zoning regulation that would drastically alter the neighborhood. It had been signed by the members of the Homeowners Association. And there, at the bottom, was the signature of Arthur Jenkins, his neighbor.

He'd assumed Arthur was a retired accountant. A quiet man who kept to himself. The attached list of Arthur’s accomplishments was astounding. Arthur Jenkins had built the entire housing community. His mouth felt dry.

He recalled his criticisms of the HOA, his complaining about the slow pace of neighborhood projects. He wanted to vanish.

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