Should code from an incomplete story be removed from the build?

Question

During the sprint review the product owner may say that a particular story is incomplete or the team itself may not have completed some committed tasks.

In what situations do you leave the code in the build? If the code is left in the build, is this a conscious decision made during the review? In other words, do you discuss this issue during the review?

Are there specific instances where code should be removed?