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