maybe, don't go for the kiss too soon..
You seem relatively new at this,
I'm feeling kind of sick, and i'm stuck on the couch, so i'll give you an overview of "The Game" and how I would play this situation..
Now The "You look like you want to kiss me" is a great k- close, because it gives you an out of "whoah girl! I didn't say you could... it just looked like you had something on your mind"... However, you do wanna makes sure you have built up enough attraction AND comfort.
It will take more than one gambit (Or game/routine) to build up these 2 areas of this specific pickup.
If you didn't know.. here you go.. if you did, it's a great review
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Mystery breaks down pickup into three unique steps
Attraction
Comfort
Seduction
and in each of these sections, he breaks them down into three subsections each
A1, A2, A3.. C1, C2, C3.. S1, S2, S3
A1 is the Approach..
You've already met this girl, and even received IOI's so You don't need to worry there.. For more specifics on how to properly follow the method, refer to "The Mystery Method" by Mystery or Erik Von Markovitch.
Thats your call
But what you do need to take from that is, You still need to build up attraction, so try negging the target, and DHVing. next time you see her, Situational negs are realy effective if placed well.
tell a story that displays how badass you are. if she looses interest, or interupts say something like "Geez.. Hello I'm talking here" or something like that
You can use the 5 question game by style, but mix it up too! Use other gambits, or routines.. Go to the routines section of this forum, learn 4 or 5 really good ones (I'd reccomend The Cube, or something) and keep conversation going for QUITE some time before you try the k-close.
Check out my thread on how to "Never Stall in Conversation"
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and once you've reached a point where you know she's got that attraction built up, then go for the kiss close. and the one you mentioned above is a really good one.