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