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