The incident happened about 7:30 p.m. Sunday.
Wielding a red, 5-foot long metal bar, police said the man caused $5,000 worth of damage. He was attempting to smash a coffee shop sign when police took him into custody.
The man is in King County Jail. He could be facing malicious mischief charges.