Premise: "Sure, I suppose you do now."Shannon's eyes flickered again, this time to the locked cupboard.

Hypothesis: Shannon was looking at the locked cupboard.
Answer: yes

Premise: The Administration intends to address this challenge in that context, and will leverage our national resources to enhance our scientific understanding of global climate change, and develop the advanced energy technologies that the world will need in coming decades to meet its energy and environmental needs.

Hypothesis: The intent of the Administration is to challenge in that context and leverage our nation resources in order to enhance our understanding of climate change and develop energy technologies like solar panels.
Answer: it is not possible to tell

Premise: Somewhere between the two are the amorosos.

Hypothesis: There are also other things between the two.
Answer: it is not possible to tell

Premise: None of them appear to have been at their offices today.

Hypothesis: The offices are empty due to a coworker's wedding.
Answer: it is not possible to tell