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