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