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