Components: 人 (person) + 氐 (foundation, low).
Historically, 氐 itself once carried the meaning “low,” which gave rise to 低 as a compound.
Comparison with 底:
低 – indicates something is relatively lower (in comparison);
底 – indicates something is absolutely at the bottom.