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