The given sentence "When it is raining, peacocks dance" can be written as $P → Q$ (If $P,$ then $Q$). In logic, a conditional statement is logically equivalent to its contrapositive, which is $¬Q → ¬P$ (If not $Q,$ then not $P$).
- $P → Q: $ If it is raining, then peacocks dance.
- $¬Q → ¬P:$ If peacocks are not dancing, then it is not raining.
Since the contrapositive is always true if the original statement is true, "When peacocks are not dancing, it is not raining" is the only option that is necessarily true based solely on the information provided.