You may have hit the control button and "B" at the same time. that will add the bold tag to your text. If you are typing fast, it's easy to hit the control button instead of the shift. To turn it off just hit control B again. To make the text normal, highlight it and then hit control b. (same for control I makes italic and control U makes underline)
Hope this helps!