Cancerous tissue in the breast generally feels different from normal tissue. It may feel hard, like a rock, or softer and rubbery, like a grape. Lumps can have irregular edges and change shape or location. Sometimes, a lump may not feel like a lump at all but more like a shelf under the surface of the skin.