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