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