You can remember the meaning of 眼神 with this easy mnemonic:
Look me in the eye (眼), and tell me you can't tell by the expression showing in my eyes that I am indeed, God (神).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.