You may have been getting email notifications from the Forum, even if you had not asked for them. This is due to my testing some plugins that I thought would be useful. I have now disabled them, so you should notice that no more annoying notifications will be arriving.
Only when you ask for notifications for a Forum post should you get them.
You will have to click on the box, see the screen grab, and notifications for that post only will turn up.