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