The capsule of a bacterium will show up very clearly when the slide is negatively stained (the background, rather that the object is stained).
The capsule (and slime) layers are secretions of certain bacteria.
A capsule is relatively thick and compact and is attached firmly, whereas a slime layer is diffuse and attached loosely. It is found on the outside of the cell wall. They can be known as the glycocalyx.
Both of extra protection to the bacterial cell.