In Russian, the Genitive case is sometimes used with negations. I still have problems with this, though, because it's not exactly a "rule" (so, sometimes you use Genitive, but sometimes you just use Accusative instead). With disliking, I think Russian would just use Accusative (at least that's what I'd use...), but you'd have to ask a Russian to be sure.
