Apparently the previous owner never once cleaned or lubed the chain during the 5400 miles he put on it. Because of that I just spent the last 2 hours cleaning the chain and sprockets.
I have seen that chain lube works best when put on a warmed up chain, but my chain is cold ofter cleaning it...