“deep” in Japanese is 深, read shin, fuka (しん, ふか). It is a Grade 3 Kyōiku kanji, taught in year 3 of Japanese elementary school, and appears in words such as 深夜 (late at night).
What does 深 mean?
川が深い。
Same sound, different character — the classic trap. Compare them side by side: