"sat in" suggests a chair that you sink into, such as a big comfy armchair. In the case of a "hard plastic chair", it should be "sat on".
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tamguatlaySuggestion: I fell asleep while sitting on the chair.Yes, I think this sounds better than "slept on the chair".