(Something weird happens)
"Walter! Could this be related to your research?"
(Walter acts twitchy)
"WE HAVE TO GET THIS BACK TO MY LAB!!!"
(More weirdness)
Walter: "This is just like when x in the y in 19-dickety."
"Oh Walter! You so crazy!"
(Walter was right)
(Alien eating hot sauce)
Why the but? Maybe you being a big nerd is the reason you didn't like Fringe (because it wasn't nerdy enough). At least that's how I usually see if I don't like something
Yea, it was about the characters not the sci fi. The appeal for those who like the show was watching Walter be Walter and piecing together where he was coming from and what part past was behind his behaviours.
Not for every one. But the bit you disliked is I think the quirky charm that attracts others.
It gets much better starting in Season 2. I had the same experience as you during season 1 and just watched episodes I caught randomly. Season 2+ had me watching everything.