What made Sekiguchi embarrassed when she was asked about cram school?
She skipped cram school so that she could stay at the club. When he, being the last person left, asked about it and she blushed it implies she has a crush on him and wanted to spend time specially with him, he realised this and was shocked  ~ooh young love