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The phrase "based on the feeling" is correct and usable in written English.
It can be used when discussing decisions, opinions, or actions that are influenced by emotions or sensations.
Example: "The decision was made based on the feeling that the project would benefit the community."
Alternatives: "influenced by the emotion" or "derived from the sentiment."
Exact(17)
"The writing of 'Gone Insane' was based on the feeling after one of those loose cannon type of heated fights, with helplessness and rage hitting you in alternating waves," Laessig explained in publicity material.
A lot of jazz is based on the feeling an artist brings to it.
He invented and nicknamed the jump based on the feeling it produced.
Alain Courtois, a director of the tournament, said at a Brussels press conference, "We know some people are coming here to cause trouble, but they have to know they can be arrested based on the feeling of the policeman and can be held for 12 hours".
In times of crisis, America has shown that it asks the super-rich to pay a lot more than the rich and I think this will happen based on the feeling that it is a time of economic crisis in America.
My decision was partly based on the feeling that a higher degree was necessary for my career advancement.
Similar(43)
In other words, the winners aren't based on the feelings of the general public.
But when you take a more holistic approach based on the feelings of the people you're trying to help, it forces you down a path that tends to be much more minimally invasive.
In addition, color has the power to evoke powerful emotions – so pick your hues wisely based on the feelings you want consumers to experience and actions you want them to take.
The scale consists of two factors - 'quality of attachment' which represents the quality of a mother's affective experiences such as closeness and tenderness; and 'time spent in attachment mode' which represents the intensity of preoccupation a mother experiences assessed through 19 items based on the feelings, behaviours and attitudes towards the fetus.
Currently, the surgeon decides the holding power of instrumentation based on the perioperative feeling which is subjective in nature.
More suggestions(17)
based on the desire
based on the sense
based on the passion
based on the hunch
based on the sympathy
based on the heart
based on the concern
based on the sentiment
based on the impression
based on the illusion
based on the sensibility
based on the emotion
based on the biography
based on the leader
based on the book
based on the translation
based on the play
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com