Multi-Stand - Keeping Steady At A Steep Angle

We use the multi-stand all the time when visiting grandparents, but we find it difficult to keep the it steady and not have it topple over when we have to tilt it at an angle from a tall bookcase near the crib. The bottom of the stand isn't heavy enough to stay weighted down and to allow the camera tilt