Speaking of surprises...
Go to this similar poll, and look up that same basic question (page 9, I think). This poll gives the responses going back for quite some time.
In all those polls, going clear back to 1994, there are only four polls where the Democrats didn't come out ahead in that question, often by quite a margin. How did that work out?