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