Gryffin, with a tricky correction and a lifelong sense of frustration over my specs, I've had good luck with the Bevel line.
I now have two pairs, the Match in black and ivory, and the I See Poland. in granite/ fuchsia.
These are a bit bigger than what you are after, at 50. But they also make a petite line. Several other forum members have had luck with them as well. I bought them at Ilori and the sales associates there said that they tend to work very well on women with smaller faces. So you might consider checking them out.
I am sort of on the borderline, and lots of times opticians would want to put me in a petite frame. But those are actually too small for me, particularly since I have a long face and large eyes.
For me, the huge fit problem is the bridge size. Almost always too wide for me and the glasses will not stay up. I have never in my life had a pair of glasses that I could comfortably wear for a full day. These included, but they are the best I've ever had. I alternate between them and my contacts.
The black ones are quite strong and some forum members felt they overwhelmed me. But I really like them as a sort of "bookending" accessory when I am wearing navy, black, or ink. Because I have light hair, they can help to balance an outfit.
The pink ones are just plain fun. They're the same size on paper but actually a touch smaller.
I can't find a closeup of the black ones...I should have one somewhere, but not on this computer, I guess.
I would love a lighter-feeling cats-eye pair and will hunt for one next time I get a chance.
Transcona Shannon has a lovely pair of frames from a petite line. She might have some ideas as well.
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