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On the edge of your seat
Cinematic Thrills
Used to describe the suspenseful atmosphere in movies or books that captivates the audience. 
Not Literal
It's a metaphor meaning someone is very attentive, not actually sitting close to the seat edge. 
Anticipation Context
It implies a strong sense of anticipation for what will happen next. 