An engineer is processing a long text sequence with a large language model. They observe that processing the sequence in ten equal, sequential segments results in a higher peak memory usage than processing the entire sequence in a single operation. Explain the primary reason for this counter-intuitive observation, focusing on how intermediate computational states are managed in the segmented approach.