Quite possibly yes. I would store them somewhere cool and dry such as a basement or cupboard within the house. Place them in a container so you can transport them back and forth as needed.
In the mean time, you may want to replace your paints. At least the oldest ones.
This has happened to me with a not-so-cheap edge paint, but never with uniters.
Maybe you used an old expired bottle or something?