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