A gum boil protrudes outwards and is seen exactly above the tooth that is infected. As aforementioned, a gum infection is painful and chewing food can definitely be troublesome. In some cases, swelling of the cheek, earache, and even fever may accompany a gum boil. Foul taste in mouth is also a common complaint among people affected with gingival abscess.