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