Melbourne
Unless you want to go to the Great Ocean Road, I would say go to Melbourne (as I have lived in Geelong). It;s a nice small town to live .. but nothing to see .. especially compared with Melbourne.
There are frequent trains from Geelong station to Melbourne (Spencer Street)