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