They’d always been the "Joneses" of our street. But instead of cars and flashy jewelry, they were known for their humble lifestyle. Mrs. Jones, in particular, always talked about pinching pennies.

Then came the renovation. Not a small remodel, but a complete overhaul. The house grew, walls expanded, gardens flourished. I watched, my mouth feeling dry.

I had been so proud of my new, energy-efficient windows. Now, looking at the Jones’ expansive home, I felt a pang of envy. I averted my gaze, pretending to be engrossed in weeding my tiny front yard, the work feeling suddenly pointless.

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