He had a candle in his hand, and the agitation of his face told me at once that something was seriously wrong. 
I knew that something was wrong because his face looked agitated. 
mnli hypothesis: I knew that something was wrong because his face looked agitated.  premise: He had a candle in his hand, and the agitation of his face told me at once that something was seriously wrong. 