Majima is shocked, proceeds to let her go without harming her. She refuses, because she's already engaged.
In 6, her running away is a major driving force of the game's plot, where her beloved father figure Kiryu chooses to disappear from her life by Faking the Dead after the game's events to protect her, though his reasons are not exactly connected to her running away.