Here's the recursive formula: . To find the -th Fibonacci number, you make two recursive calls and add their results. This creates a branching structure and each call spawns two more calls, which spawn two more, and so on. It matches the mathematical definition exactly.
However, this branching means your call tree grows exponentially. Let me show you what that looks like. The picture is worse than you think.