In addition, be sure that the casehead is firmly seated/square to the caliper jaw.
Also, cheap calipers are often not repeatable ( no idea whether yours are, just sayin'). Does it return to 0.000 every time you close the jaws? Measure a suitable object multiple times, and see if you get the...