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