One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,4,3)(9,10,13,16)(11,12,15,14)(17,18,22,19)(20,23,28,25)(21,26,29,24)(27,31,32,30)(1,2,4,3)(6,8)(11,15)(12,14)(18,19)(23,25)(24,26)(30,31)(1,2,4,3)(5,6)(7,8)(9,11,13,15)(10,14,16,12)(17,19,22,18)(20,23,28,25)(21,26,29,24)(27,30,32,31)(9,12,13,14)(10,15,16,11)(17,20)(18,23)(19,25)(21,27)(22,28)(24,30)(26,31)(29,32)(1,3,4,2)(17,21,22,29)(18,24,19,26)(20,27,28,32)(23,30,25,31)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.