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