You can remember the meaning of 主动 with this easy mnemonic:
You are the main (主) person of this project, so if you don't take initiative then no one will move (动).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.