What about plants? Do they enjoy being uprooted and eaten? Well, there is no chemical process that we call "suffering" so it must be okay. But, these mammals you see, they're so close to us! And we don't like it when humans suffer. Even worse, most people hate when something cute suffers, even more so then a human.
There is no real greater ethical meaning here, just arbitrary lines drawn in the sand by people with strong feelings one way or the other. And yes, the same goes for the suffering of us humans.