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