One vertex per element, one color per generator, with an edge from x to x·s.
(1,2)(3,10,12,15)(4,13)(5,8)(6,9)(7,11,16,14)(17,18,22,25)(19,26,28,31)(20,24,21,29)(23,30,32,27)(33,34,36,40,37,39,45,47)(35,41,42,48,43,38,44,46)(1,3)(2,7)(4,11)(5,14)(6,12)(8,15)(9,16)(10,13)(17,19,22,28)(18,23,25,32)(20,27,21,30)(24,31,29,26)(33,35,37,43)(34,38,39,41)(36,44,45,42)(40,48,47,46)(1,4,6,5)(2,8,9,13)(3,11,12,14)(7,15,16,10)(17,18)(19,23)(20,29)(21,24)(22,25)(26,27)(28,32)(30,31)(17,20,22,21)(18,24,25,29)(19,27,28,30)(23,31,32,26)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.