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