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