When you leave the guild as a leader, the leadership position will be given to another player on the guild.

If you rejoin the same guild, you will not retake the leadership position.

Also, if you leave the guild as a leader when there are no other guild members, the team will be deleted when you leave.

If you try to search and rejoin your guild, you will not be able to find it for this reason.