Can a teacher fail you because they like you?

No, a teacher cannot fail a student simply because they like the student. Failing a student requires a legitimate academic reason, such as consistently poor performance on assignments, tests, and class participation. Favoritism might lead to unfair treatment in other ways (e.g., giving preferential grading), but failing a student who is performing adequately is unethical and likely against school policy.