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