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