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