Hi Travis,
Sorry for the delay on the answer. As you are getting more tired , the heart react them same as if you would need to run faster. The heart will raise the number of contractions/ your beats per minute and its more difficult to stay on zone 1/2 without reducing the activity.
Cheers,
Pedro Carvalho