yep 'the noosed broad bought it', probably one of the most funny and questionable bits of dialogue in the game

you get some ammo, and the plot develops, in terms of learning about what transpired with the people who resisted the Oath of Dagon, you are supposed to get a newspaper in the development room, and learn about bolts mechanic on doors, which will be critical in the escape from Innsmouth section to come.