I am bilingual. I personally do not dream in a specific language. When I wake up, I'll remember scenes, people, feelings and actions. Sometimes there are dialogues in French, but it's rare.

As for thoughts, I often think in French or English, but for a lot of thoughts, no language is involved. For example, I do not think "I must pay my electricity bill" or "I should do some laundry today".