It sounds like you might have that discussion assigned to a specific section, can you try assigning your discussion to all sections or "everyone" and then see if the graded option becomes available?
If you want to create a section-specific discussion that is not graded, click the Post to drop-down menu . You can select one or multiple sections. To create a graded section-specific discussion, use the discussion options.
You can find that documented here