It is possible to remove and add cards to your Favorites.

 

From Homepage or a Story

Adding and removing new cards from the Homepage or a Story is easy. Simply click on the heart button to favorite. Click again to remove from favorites.

From Your Favorites Page

Go to Left Navigation > My Favorites. Find the card you wish to remove and click on the heart icon. Your list should refresh automatically with the card removed.