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