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