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