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