Elisha's servant got to see chariots of fire, but where does that leave faith?

The Sabbath School lesson talks about "Seeing the Invisible", especially when times are bad. This sounds a bit like a call to persevere in faith, but it seems that actually seeing the invisible realm might provide additional evidence that diminishes the role of faith. What does it mean to have a strong faith even when times are tough?