Yes, it sounds like mastitis. Mastitis can be infective, or not, so doesn't always present with signs of infection - fever, aches, etc. Treatment is the same as for a blocked duct, plus antibiotics if required for infection.
Often lumps take a while to shift completely. If it doesn't improve at all, or gets worse, then I would suggest seeking medical treatment even if you don't have signs of infection.