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