Aim to become something of a “corporate anthropologist,” observing the relationships between co-workers and superiors and paying attention to informal social networks.
By observing the communication and relationships that surround you at work, you might discover that instead of hiding when the team gets competitive, you would do better to hang in there, go toe-to-toe with them, and ultimately earn their respect.