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