The new animations that makes furnaces glow in the dark doesn't work on the big furnaces.
The big furnace displays the same animation as regular furnaces, but they aren't properly scaled. So a tiny glowing oven shows up in the middle of the big furnace whenever you use it. And the actual oven on the big furnace just stays permanently dark.
