You should find yourself on top (or alongside) the Hunt Park viewing platform. This overlooks the Cranleigh Waters, an important watercourse.
The path that took you here is the trackbed of the Guildford-Horsham railway (the Cranleigh Line).
You're looking for a small shiny container.