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