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