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)(33,34,38,42)(35,43,46,47)(36,41,37,40)(39,44,48,45)(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)(33,35,38,46)(34,39,42,48)(36,44,37,45)(40,47,41,43)(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)(34,40)(36,37)(39,47)(41,42)(43,48)(44,45)(17,20,22,21)(18,25,26,23)(19,27,29,28)(24,30,32,31)(33,36,38,37)(34,40,42,41)(35,44,46,45)(39,47,48,43)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.