Team Logo. The Trenton Thunder are a team in the Eastern League. They are the Double-A affiliate of the New York Yankees. They had a team bat dog for their mascot. Retrieved from "https://prosportsteams.fandom.com/wiki/Trenton_Thunder?oldid=6177" Categories: Eastern League teams Teams in New Jersey Add category Cancel Save Community content is available under CC-BY-SA unless otherwise noted.