Not sure what problem you are having.
I would guess that you have some (a large number of) blank paragraphs formatted using heading styles. You do not want blank paragraphs, period.
Ctrl+Shift+8 (Ctrl+*) to display paragraph marks.
2.2 Why you should press Enter only once to end a paragraph