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