Kenneth, you have to remove the plastic engine cover, and it's hiding underneath it.
Looking at the black plastic intake connected to the engine, it's sitting just on top. There's 2 bolts i've indicated which hold it in place.
*sidenote, it's quite ironic, My 2ZZGE engine came out of a sportivo, not a celica.*