The doorbell rang, and Leo, mid-morning snack of chips and salsa, froze. He knew instantly who it was. The woman from next door, Mrs. Rodriguez, a gardening fanatic, had probably come to complain about the state of his lawn. It was a jungle.

He opened the door slowly, bracing himself. Instead of a complaint, however, Mrs. Rodriguez had a different request.

“Leo, dear," she said, her voice unusually quiet, "I was hoping… if it wouldn't be too much trouble, could I perhaps put in a little garden on your side?” She gestured to the weed-choked space between their houses. Leo felt his ears burn, and a lump formed in his throat. He looked away, focusing instead on a lone dandelion pushing its way through the cracked concrete.

“Yeah, sure,” he said, his voice barely a whisper. He wanted to 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