私 じゃない — Tae Kim's Japanese Grammar flashcard

[Who did this?!] Not me. -> In English, you'd rather use past tense (it wasn't me!). There are many differences like this in terms of grammar, it's something you need to get used to.

watashi: I/me (used by males and females)