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