I believe what's going on is that the choice of calling it "shameless" brings in a number of connotations that you may not have intended. In the adverbial form it ends up bringing upon social and moral connotation beyond what you seem to be intending[1]. What I wonder is if there's a better way to put this.
[1] http://www.thefreedictionary.com/shameless