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