I need advice, help. Just some tips to help work this one out...?

Hi. I have just moved schools- I now attend a private school. It's an only girls' school, but I'm settling in just fine. :) Okkk... This may be real, as a girls instinct is a powerfu tool. :D. I kinda have this feeling that my teacher... Likes me. I know this sounds ridiculous, but I have proof. He's a quiet guy , not the type to vent his feelings. Whenever he stares at me, he just has that soft twinkle in his eye. He told me off the other day, a minor mistake . He called me back at the end of cl and it was obv he was expecting an apology. I apologised quite plainly, and he said " ( my name) I accept your apology, I was tempted to keep you on during break, so you could think about what you've done." He then had that weird yet beautiful twinkle in his eye. Please tell me , I hate to admit my faults, but I'm a tad naive.