This is what is in the book I have. It actually starts at position starting on turn 5, so I'm guessing the first 4 moves. It's a little different, so I modified it a little to get the result.
But yeah, 6... Nxe5 would have sucked. My only guess is he saw the open queen and couldn't resist.
I saw a mate like this in a book and thought "Lets see if they will be tempted by the queen." In reality, taking my knight with their knight would have really hurt. It was a huge gamble, but black went for it.