You can remember the meaning of 眼泪 with this easy mnemonic:
If I look at the sun for too long, my eyes (眼) start welling up with tears (泪).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.