locations across the States, but the Eastern seaboard holds the largest population. Mahoning Creek, Pennsylvania houses the largest of this fish, with some growing as heavy as 13 pounds. Catching a palomino trout is quite rare, so if you choose to head to Pennsylvania expecting instant results, you will be disappointed.