Although protons have affinity for oppositely charged electrons, this is a relatively low-energy interaction and so free protons must lose sufficient velocity (and kinetic energy) in order to become closely associated and bound to electrons.
However, in such an association with an electron, the character of the bound proton is not changed, and it remains a proton.