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