This happened to me. They wanted me to sign a document and laughed when I wanted to read it. Well I'm fluent in Thai. I declined to sign and asked for a flight out which they accepted.
What country are you in that you don't have to file your taxes? very strange, you're making an income so normally you'd still have to pay for social security.