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