Takemichi's motivation to become a catalyst for change within the Tokyo Manji Gang stems from his desire to protect his loved ones, especially his friends in the gang, and to prevent future tragedies from occurring. He is driven by a sense of responsibility and guilt for not being able to save those close to him in the past, leading him to take action and strive for a better future for everyone involved.