Rain lashed against the windows as I watched the moving trucks pull up to the house next door. They were replacing the old, chipped siding with something sleek and modern. I’d always assumed the Millers, with their hand-me-down furniture and perpetually overflowing bird feeders, were living paycheck to paycheck, just like me.

My stomach churned. I’d spent weeks agonizing over whether to replace the broken screen door, finally deciding against it. Now, seeing the shiny new siding, I felt a deep, uncomfortable prickle.

A polite knock on the door, and there was Mrs. Miller, offering me a plate of freshly baked cookies. I forced a smile, accepting the plate, and noticed her perfectly manicured nails. My own hands felt rough and calloused in comparison.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224