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