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