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.
The agent's attempt to manipulate Gee failed after four months.  Gee ultimately convinced the agent to defect to the West using a $300,000 bribe.