It's the same old surface-versus-volume conundrum; two dimensions versus three. As the linear dimensions of an object are scaled up proportionally, its mass increases as the cube of linear dimension, whereas its surface area only increases as the square of linear dimension. So as the bubble enlarges, the mass of water it contains increases faster than the area of its surface.
This is why flying birds don't get much larger than 40lb/18kg. The lift their wings can produce is a function of surface area, whereas the power they need to lift their mass is a function of volume. For example, people envision flying ostriches with maybe a 20-30ft/6-10m wingspan. In fact their wingspan would need to be more like 200ft/60m to lift their 300lb/135kg bodies.
In addition to the obvious handicap of trying to fold them up when not flying, there's an even worse problem: Just how big would their breastbone have to be to anchor those wings?
This post shows that you understand the principle of increase in volume. Except it is generally only applied to what people can concieve, such as something the size of an elephant. But try understanding this with immense volumes like the ocean, and keep pushing until you realise the implications. As far as the entire body of water is concerned, you will find it increasingly difficult to change or to move, in essence its RELATIVE viscosity is increasing until it practically acts more like a solid than a liquid.