This appears to be going around. You can watch Mitt Romney's Facebook likes go down. There is even a website dedicated to tracking it.
The best I can guess is that as a candidate based on compromise in the Republican party that he just doesn't have the Charisma or the dedicated followers. Many of his supporters were just fair-weather friends.
I hope he doesn't take it too hard.