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