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