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