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