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