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