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