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