This is quite an old practical joke, which has probably been pulled on someone at every technical university since a gyroscope and power supply could fit in a briefcase...
You know that angular momentum is conserved: this means that the spinning flywheel will try to maintain the orientation of its rotation in three-dimensional space. Suppose that the flywheel is mounted vertically in the case, so that it is spinning around a horizontal axis. Further suppose that the person walking with this case is headed westward down a corridor and that the direction of the flywheel's angular momentum is pointing northward.
The person now goes to turn a corner to walk, say, northward. This would have the effect of attempting to turn the flywheel so that its angular momentum would point eastward. Needless to say, it won't just do that. So if the person is applying a torque to try to turn the angular momentum to the east, how will the flywheel respond?