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