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