Use a Character Identifier:
Assign a unique identifier or name to the character in your prompt. This identifier will help the AI understand that you want to maintain the same character across scenes. For example:

"Generate a scene with CharacterA in a new setting."
"Continue the story with CharacterA facing a new challenge."