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