PARIS—Google said it would refuse to pay for licenses to show previews of French news articles when a European Union copyright directive goes into effect in France next month, the first clear indication of how the Alphabet Inc. unit plans to implement the divisive measure.

Rather than paying, Google said it would display only headlines in news search results, as is permitted under the new copyright law, unless a publication grants Google free display of preview text and thumbnail images.

“We...