What you probably have is surface rust. That means the chain probably just looks bad but very little internal damage has been done and can be cleaned off. But make sure you wipe down all the sprockets on the BB and freewheel. Rust is an excellent grinding material and needs to be kept off all mechanical parts. And yes if you ride anywhere or time the chain will get wet, use some form of oil rather than dry lub.