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)(15,25)(16,29)(17,20)(18,36)(19,22)(21,31)(23,28)(24,26)(27,42)(30,40)(32,37)(33,41)(34,39)(35,38)(43,44)(1,2)(3,4)(5,7,9,6)(8,10,12,11)(13,15,26,35,19,28,18,17)(14,20,36,23,22,38,24,25)(16,30,43,34,31,27,33,32)(21,39,44,40,29,37,41,42)(5,8,9,12)(6,10,7,11)(13,16,19,31)(14,21,22,29)(15,27,28,30)(17,34,35,32)(18,33,26,43)(20,37,38,39)(23,42,25,40)(24,41,36,44)(2,4)(6,7)(10,11)(14,22)(15,28)(16,31)(17,35)(24,36)(33,43)(37,39)(40,42) involution — undirected(13,17,18,28,19,35,26,15)(14,23,24,20,22,25,36,38)(16,32,33,27,31,34,43,30)(21,40,41,39,29,42,44,37)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.