We argue that in a framework for emergent quantum mechanics, the weak equivalence principle is a consequence of a general property of functions defined over high dimensional configuration spaces. Furthermore, as a consequence of the emergent framework and the properties that we assume for the fundamental dynamics, it is argued that gravitational interaction must be a classical, emergent interaction.