You can remember the meaning of 生气 with this easy mnemonic:
I've never gotten angry at you since you were born (生). Now I'm so mad at you that I don't even want you to touch the air (气) around me.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.