Narrative Connection
How these two moments in the story relate
Why These Connect
The narrative assertion
"John's public shaming and expulsion of Amanda in Episode 5 provides Graham with the motive and emotional context to later reveal John’s violent assault on him after Vicky Fleming’s murder in Episode 6."
inferred by llm_cross_episode_character
Why This Matters Across Episodes
The longer arc this connection carries
John's orchestrated exposure of the affair in Episode 5 reveals his capacity for public humiliation and control, which Graham later frames as vengeful and irrational behavior, culminating in John’s physical assault on Graham after the Vicky Fleming case gained traction.
About Causal Connections
A directly causes B. The first event sets forces in motion that produce the second. These are the load-bearing connections of plot--remove one and the story structure collapses.