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