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