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