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