There are two possibilities, First one is that your stepper motor is broken. Second is that the thread rod was not inserted into the coupler properly. There are two small screws in the sides of coupler, Look at the picture.Click image for larger version. 

Name:	1.png 
Views:	391 
Size:	43.9 KB 
ID:	26887Click image for larger version. 

Name:	2.png 
Views:	362 
Size:	64.1 KB 
ID:	26888Click image for larger version. 

Name:	3.png 
Views:	363 
Size:	44.6 KB 
ID:	26889