Terrain modifications and tunnels get real expensive real fast. Avoid it or keep it small in the early game.

Also, while goods pay better the longer distance you transport them, they pay less the longer time it takes. Some goods depreciate faster than others, there's a graph for each. So don't sit around on the station too long waiting for a full load of passengers.