Why the Creeper choses... (spoilers)

His eyeballs.

Because Darry saw where he kept all the bodies. He saw all the bodies (which is why JC burned the whole place down) and came after them.

I also figured cause he actually 'saw' the body storage so he was naturally also more afraid. The creeper finds it tasty when you're afraid!