One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(6,8)(10,11)(14,15)(17,18,21,25)(19,23,27,22)(20,24,29,32)(26,31,28,30)(6,8)(17,19,21,27)(18,22,25,23)(20,28,29,26)(24,31,32,30)(5,6,7,8)(9,10,13,11)(12,14,16,15)(17,19)(18,23)(20,26)(21,27)(22,25)(24,31)(28,29)(30,32)(1,2)(3,4)(9,11,13,10)(12,15,16,14)(17,18)(19,22)(20,24)(21,25)(23,27)(26,30)(28,31)(29,32)(9,12,13,16)(10,14,11,15)(17,20,21,29)(18,24,25,32)(19,26,27,28)(22,30,23,31)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.