Fig. 5: Supervised dimension projection of satisfaction with life prompt. | Communications Psychology

Fig. 5: Supervised dimension projection of satisfaction with life prompt.

From: Language-based assessments can predict psychological and subjective well-being

Fig. 5: Supervised dimension projection of satisfaction with life prompt.

Words significantly associated with low well-being (red) and high well-being autonomy (green) and satisfaction with life (blue) are displayed in the embedding space. a Shows words significantly associated with autonomy, and b shows words significantly associated with satisfaction with life. Font size reflects word frequency. The x-axis represents association strength (the dot product along the primary embedding dimension), with higher values indicating stronger associations with higher well-being. The y-axis is used only for visual separation and has no interpretive meaning.

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