Chroma is not lost in line blanking. It creates dots that crawl across the screen.
However, this practice was not universal, and archivists have now recreated colour copies (https://en.wikipedia.org/wiki/Colour_recovery) of some shows where only black and white recordings survived by reconstructing the colour from these interference signals.
As an aside, you can do all this digitally now with phenomenally sharp results.