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