He appears when SpongeBob is shown asleep because Mr. Krabs accidentally lulled SpongeBob to sleep.
SpongeBob once called him "SpongeBear Jr. Pants."
Beary was the first toy SpongeBob pulled out of the Skill Crane Machine but he then pulled out a duplicate version of him when demonstrating the best crane technique to Squidward. The duplicate version had then suddenly disappeared.