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