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