It's the fleshy fruiting body of the fungus that emerges from the ground, usually with a bright red cap and white spots. This iconic appearance is what makes Amanita muscaria so easily identifiable.
Keep in mind that while the mushroom is what we recognize, the actual organism, the Amanita muscaria fungus, exists as a network of threads called mycelium beneath the soil.