The discovery came via a local newspaper, a glossy profile on successful entrepreneurs. There, in a picture, was Mrs. Peterson, the woman who always brought a casserole to the potlucks. James felt his jaw drop.

He’d always thought of her as… well, a nice lady. Someone who maybe clipped coupons and shopped at the discount grocery store. The article detailed her vast real estate empire, the yachts, the private jets. He re-read the paragraph about her philanthropic endeavors, feeling a strange tightening in his chest.

He remembered complaining, *loudly*, about the quality of the casserole. He’d even implied she was cheap!

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