There were also a few nouns in us that were feminine in gender: I think elm tree was one, hence the botanical binomial Ulmus americana.
WARNING: ending in us isn¹t a 100% guarantee that a noun is second
declension. I have already included in this post an example of a Latin noun
ending us in the nominative and accusative singular which is a THIRD
declension neuter (with a longer stem in the plural).