Steam Sales. Indie bundles. Impulse buying. Let's face it: after some time on Steam, your library starts becoming populated by games you don't remember having, or even don't know when or how you got them. We've all been there.
I have absolutely no idea how I got Astro Tripper. Or even what that game is, for that matter. What are the worst offenders in your case?