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