Can a justice removed from office be held liable for acts committed at the time erstwhile he was entitled to judicial immunity?

The filing of a justice of his own motion results in the expiry of the immunity due to him, of course. Can the justice besides be liable for the actions committed while he was inactive a judge? And, rather by the margins: can we question the House's...