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