Stocks are pictures which have a background. To remove the watermark, either select the watermark using the Quick Selection Tool and then use the Move Tool (shortcut V) to drag it and remove it. Another way is to select the watermark using Lasso Tool and go to Edit>Fill>Content Aware. Try repeating the process until it gets cleared up.