One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6,10,7)(8,13,15,11)(9,12,17,14)(16,19,20,18)(21,22,26,24)(23,27,29,30)(25,32,33,28)(31,36,35,34)(37,38)(39,44)(40,46)(41,43)(42,45)(47,51)(48,52)(49,50)(6,7)(8,15)(12,14)(16,20)(23,29)(27,30)(31,35)(34,36)(37,39,43,40)(38,44,41,46)(42,48,50,47)(45,52,49,51)(5,7,10,6)(8,11,15,13)(9,12,17,14)(16,19,20,18)(21,23)(22,27)(24,30)(25,31)(26,29)(28,34)(32,36)(33,35)(37,40,43,39)(38,44,41,46)(42,48,50,47)(45,51,49,52)(1,2)(3,4)(5,8,10,15)(6,11,7,13)(9,16,17,20)(12,18,14,19)(21,24,26,22)(23,30,29,27)(25,32,33,28)(31,36,35,34)(37,41,43,38)(39,46,40,44)(42,49,50,45)(47,52,48,51)(5,9,10,17)(6,12,7,14)(8,16,15,20)(11,18,13,19)(21,25)(22,28)(23,31)(24,32)(26,33)(27,34)(29,35)(30,36)(37,42,43,50)(38,45,41,49)(39,47,40,48)(44,51,46,52)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.