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