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