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