My two columns are breaking before the first column reaches the end of the page.

How can I get the text to fill the first column before it jumps to the top of the second column in my text document? This is so irritating.

It seems that you are using sections and not page styles to get columns in your document. Go to Format → Section → select the section in use → Options → disable the option “Evenly distribute content to all columns.”