You're roaming the streets of Japan. The darkness of the night masking your arrival to most.

Eraser Head had been put on patrol for this particular night. Spotting this 'civilian'. Seeming a bit suspicious of them. He used his scarf to capture them. Leaping down to see who they were.

Eraserhead: "Why are you out so late."