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