1,000 of the appropriate resource per level of a Wilderness Square.

Barbarian camps have much more.

An undisturbed level one camp has: Gold: 1k, Food: 100k, Wood: 10k, Stone 2k, Ore: 200.

You only bring home as much of the loot as you have carry.