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