How would this "compliment " make you feel?

I'm 5ft4 150 pounds, curvy but would not call myself fat, confident for the most part. My boyfriend and I have been together for 5 years and he loves that I'm not a stick! He appreciates my body and really praises me for my beauty often. He's amazing. This morning however, we are laying in bed and he's kissing my neck and being very cute and as he's stroking my thighs and he says "oooof I LOVE these chunky thighs"!

CHUNKY??? Excuse me?

Obviously I was like wow wow wow sir, that is not what I want my thighs referred to as! Thick fine, juicy? hell yah! But chunky? Dear god no!

We laughed it off and he said sorry and he didn't mean anything bad by it but, would anyone else feel a little crappy after this? Give me your thoughts, ladies!