Bossy often has a negative feel, suggesting someone is being too controlling. Nobody likes team projects with her; she's too bossy.
Pro Tip 2/2
Personal Relationships
Use 'bossy' to describe someone in a casual, informal context, typically interpersonal relationships. My sister can get bossy when we're choosing a movie to watch.