To understand the severity of the mood swing in junk bonds, take a look at Sprint Corp.

Two years ago, the wireless carrier’s executives were celebrating the sale of $6.5 billion in junk-rated bonds—a record offering that underscored investors’ demand for riskier debt as the Federal Reserve kept interest rates low.

Those bonds sold at par—100...