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