The agent tried to brainwash Gee for four months, without success, and Gee eventually persuaded him to defect to the West with the help of a $300,000 bribe.
For four months, the agent tried to manipulate Gee, but failed.  Eventually, Gee convinced the agent to defect to the West with a $300,000 payment.