When cold process soap gets too hot the glycerin can congeal, which makes the rivers more visible. If they’re thick or clustered in one section of soap, it can be softer than the rest. Glycerin rivers are more visible with pigments, especially titanium dioxide. That’s because they’re more dense than micas.