No you can keep a copy of your game forever as long as you bought it.
We're referring to downloaded ones. I believe if you download a copy of a game you already own you have to delete it within 24 hours, or something like that.
Rules are HERE. They have been updated as of May 30th 2013 at 5:00 A.M.
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