Agree that OP's issue may have been due to incomplete mixing (lack of homogeneity) prior to sampling - which is a real thing, but the discussion moved to stratification of homogeneous solutions - does it happen or not? That is what the experiment is designed to test.
Edit: Another experiment that might be interesting is to put sugar in the bottom of a hydrometer test cylinder, and add water without any stirring. Then monitor over time to see if the solution eventually reaches the SG that would correspond to complete homogenization. Diffusion in liquids is just like diffusion in gasses, just a lot slower (absent any currents or other mixing.)
Brew on