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