He watched from behind the flimsy lace curtains of his kitchen window. The survey crew, a gaggle of men in fluorescent vests, were on his property. Directly on his property. They were measuring and marking, their equipment beeping and whirring.

He’d always considered himself a private man, but this… This felt like a violation.

His stomach clenched. He’d barely spoken to Mr. Henderson, his new neighbor, since he'd moved in. Now, the man wanted a fence. An enormous, imposing fence. A barrier. He hadn’t even been consulted, not a single word. He pulled the curtain tighter, the fabric pressing against his knuckles.

He retreated to the sofa, burying his face in a cushion, whispering, "Oh, God, no."

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