At bottom means basically or fundamentally. The correct answer is this meaning because the expression is used figuratively, not only by its literal words.

Examples:

• At bottom, the dispute was about respect.
• In an HSC essay, At bottom can express this meaning: basically or fundamentally.
• When this expression appears in a passage, connect At bottom with the idea of basically or fundamentally.