No underhood fusebox on a '96.The wire I think you are describing that goes across the front actually goes to the under hood fuse box.
It has a fuse under the battery in a small box. It is the main power supply to most everything except starter and alternator.
Would help if you let us know what year, model, engine.
View attachment 343521