Same as "Just because", or rather similar to "Fuck you, that's why!" when used as a response
"Just doin' it for the fuck of it, I don't care if I win this competition"
"Why are you upgrading your PC again? Is it slow already?" - "Nah bro, just for the fuck of it. The upgradebug is biting me in the ass again"