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