Why does sulfur tend to form  the S^-2 ion instead of the S^-1 ion, and why does magnesium form the Mg^+2 instead of Mg^+1 ion? Of course, I know that they want the stable octet, but my chem teacher says that there is another reason behind this tendency.

other reason can be in terms of energy only