What are powers directly stated in the constitution called?

Enumerated Powers are those delegated to the federal government by the Constitution. Unenumerated powers are those not stated in the Constitution, and reserved powers are those protected by the 9th and 10th amendments but which are not listed in the Constitution specifically.

So Enumerated Powers is the answer you want.