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