There are three ways you can remove an item from the bag.
1. Click on the bag symbol and to the right of the product is a pencil and dustbin symbol - click on the dustbin symbol to remove.
2. Click on the bag symbol and then view bag and checkout and again click on the dustbin to the right of the image or overwrite the number in the quantity box.