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