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