You can also check by looking inside the rod. The fishing rod opens up just like a backpack or container (use the radial menu and select "open"). Once you've opened the fishing rod, you should see the correct amount of bait. This is particularly useful if you're starting to fish, but can't remember how much bait is left on your pole.