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