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