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