Well, I had been exposed to videogames prior to this probably, but didnt really get a good go at them or remember any of them. I never was allowed to play arcades or anything, so it was just some spaceship shooter on an old commodor computer.
But the first game I really played, and owned, was Super Mario Bros. (w/ duck hunt).
I'm sure super mario bros is a common answer for this question.