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