You are correct!
From our dictionary:
1. Physiol., Pathol. pertaining to bile or to an excess secretion of bile.
2. Pathol. suffering from, caused by, or attended by trouble with the bile or liver.
3. peevish; irritable; cranky.
4. extremely unpleasant or distasteful: a long scarf of bright, bilious green.