Question: do we actually touch anything?
Answer: You don't actually "touch" anything at any level. When we "touch" something, the atoms of our fingertips approach the atoms of the surface we're "touching", at which point atomic forces prevent any closer proximity. The resistance we feel is actually mutual atomic repulsion from a distance.