It does. For an n-dimensional cube of size 2, all surface points are at least distance 1 away from the center of the cube (the surfaces are where one of the dimensions is exactly 1 from the center, and the remaining dimensions can only increase that distance), and so a unit sphere around the center point is always contained within the cube.