Frank answered the door to find Mrs. Davies, the president of the homeowners association, standing on his porch. He knew he'd been neglecting his yard. She was the last person he wanted to see right now.

"Frank," she began, her tone unusually soft. "I was hoping… if you weren’t planning on using that corner, could I maybe plant a small cutting garden? It gets such lovely light.” She kept fiddling with the chain on her purse.

He felt his chest tighten. He knew she saw the overgrown bushes and the neglected flower beds. She saw everything. He took a step back, suddenly feeling trapped.

He nodded, unable to speak, and gestured weakly towards the requested area. He felt the blood rush to his head, and he retreated back into the house immediately, wishing he could disappear.

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