Very dramatic. However, all's they had to do was confess...but they didn't. They made a decision together to be martyrs. They didn't have to be. In the process their sons suffered for their selfishness/stubbornness/committment to a faux phony idealistic cause called Communism.
The government used Inquisition tactics. Why do you suppose we have a Fifth Amendment? Maybe they were guilty, maybe not. But you cannot use their confession...or lack of...as proof. It's criminal and primitive to do so.
In any case it was certain that the secret of the atomic bomb could not be kept after it's existance was revealed. Not a single scientist thought it could be. Technology of all kinds spreads like wildfire in the modern world.