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