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