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