its richtext, not plain text.
every rich text has a formatting associated with it.
try editing the original rtf that you are loading into the rtb control. This is what I would recommend.
Or, another approach could be to use richtextbox.rtf.replac instead of richtextbox.text.
At what time of the report processing are you doing this?