Provide a detailed theoretical explanation of the principle of superposition in quantum mechanics. Discuss how it challenges classical intuition regarding the state of a particle, specifically analyzing the thought experiment of Schrödinger's cat. Include a discussion on the role of the observer and the collapse of the wave function.