You cant. Create a new one and copy the contents…

aws s3 mb s3://new.littledogbiguniverse.com
aws s3 sync s3://old.littledogbiguniverse.com s3://new.littledogbiguniverse.com
aws s3 rb --force s3://old.littledogbiguniverse.com