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