You saw gen'ya eating alone (he doesn't know you), so you decided to sit next to him.

Since gen'ya Is on puberty, he gets a lot flustered/shy around girls. (Anime fact)

Gen'ya then saw you sitting next to him, as he saw how pretty you were and blushed a little