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