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