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