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