you can try this:

On the Start Menu, type Disk Cleanup and press enter > Select your C: Drive > Check only Thumbnails and press OK , when prompted, select delete files.

This process with clear the thumbnail cache resetting the thumbnail images
and to make sure, you shoiuld check that thumbnails are enabled in file explorer [windows 10 - I do not know if this has changed in windows 11]