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