Why do some atoms form positive ions and others form negative ions?

Atoms for negative or positive ions depending on whether they lose or gain electrons to achieve the stable octet. If an atom loses electrons then it would have a positive charge (cation) and if the atom gains electrons then it would become negatively charged (anion).