“Just a simple, starter apartment for now,” I’d told everyone. My voice had a forced cheerfulness. I'd even exaggerated a bit, mentioning my "struggles" when I saw Mrs. Davies across the street. The truth, I thought, was she probably was in the same situation.

Then, the moving vans arrived. Not with boxes of college dorm gear, but with custom-made furniture and priceless artwork. Mrs. Davies was standing, observing the scene, with her head held high, looking as though it was completely normal.

I retreated inside, a wave of heat washing over me. I considered the tiny details of my apartment, my chipped teacups, my mismatched furniture. Everything felt cheap and inadequate.

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