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