The past tense of sit on one's thumbs is sat on one's thumbs.

The third-person singular simple present indicative form of sit on one's thumbs is sits on one's thumbs.

The present participle of sit on one's thumbs is sitting on one's thumbs.

The past participle of sit on one's thumbs is sat on one's thumbs.