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