I'm thinking maybe their long-range plan is to turn the reactor off and then damage it in some way that it can never be used again without rebuilding from scratch. Russia's main export is fossil fuels, and it's in Russia's economic and strategic best interest for Ukraine to be dependent on them for energy. Nuclear enables Ukraine's energy independence, and thus can't be tolerated.