Remove Documents,Downloads,Music directories from home directory
Trane is right. Love 'em or 'hate 'em the system will always recreate them when you delete them.

You might try hiding them like this using Terminal

chflags hidden ~/Documents/


That will hide (for example) the documents folder in your home directory.

Not sure if O/S X will then un-hide it for you but it might be worth a try...