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