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Table 1. 
Tentative Labels for Each Component Derived From the Dimensionality Reduction of Word Vector Space, Plus Most High/Low-Scoring Words
Factors NamesNegativePositive
English Data set 
Concreteness walnut, sprig, magnolia, pumpkin, lantern, pine, tumbler effort, hope, validity, urgency, interest, reason, concern 
Control member, officer, attorney, director, senator, staff, student breakage, swirl, deep, excess, wisp, rasp, sheer 
Place vs. Person location, area, floor, facility, site, section, design poet, poesy, aunt, thug, heretic, uncle, buffoon 
Personal Interaction vs. Global State remember, guess, remark, welcome, wish, answer, quibble disease, impurity, violence, growth, economy, culture, health 
Structured vs. Chaos theorem, piece, phrase, method, item, abstract, paper disarray, trouble, ruin, despair, turmoil, east, midst 
Dynamic Event vs. Static Property scene, orgy, poem, disaster, crisis, skit, chaos average, capacity, staff, weight, superior, extra, respect 
Consequences southern, modern, common, middle, east, original, cove cash, bait, embargo, pressure, pump, subpoena, whip 
Nutritive vs. Threatening dinner, luncheon, evening, cuisine, gourmet, honey, beer tentacle, enemy, position, dilemma, fracture, shaft, rift 
German Data set 
Concreteness hinweis, zweifel, fehler, zeitpunkt, verdacht, wunsch, beweis mantel, huhn, ratte, knarre, pistole, decke, jacke 
Ordered vs. Chaos hass, mut, schwert, kampf, sand, fluch, hals fahrer, agent, bank, wohnung, klinik, woche, firma 
Idea-ness idee, antwort, loesung, theorie, rede, guete, waffe gast, bus, strand, flughafen, urlaub, onkel, ehemann 
Person vs. Place soldat, agent, waffe, onkel, ehemann, krieger, kumpel strand, insel, osten, mitte, tuer, muell, naehe 
Seriousness jugend, freiheit, seele, stadt, rache, gnade, krieg artikel, scheck, scherz, laut, knopf, hinweis, sack 
Piety stress, spass, lust, urlaub, miete, geduld, zucker laut, himmel, osten, mitte, kreuz, schwert, legende 
Possessions guete, naehe, koma, muell, tuer, onkel, antwort wert, papier, mantel, uniform, lauf, kleidung, platz 
Joint Resources muell, guete, naehe, talent, besitz, firma, stolz nase, minute, termin, schlaf, fahrt, Montag, woche 
Factors NamesNegativePositive
English Data set 
Concreteness walnut, sprig, magnolia, pumpkin, lantern, pine, tumbler effort, hope, validity, urgency, interest, reason, concern 
Control member, officer, attorney, director, senator, staff, student breakage, swirl, deep, excess, wisp, rasp, sheer 
Place vs. Person location, area, floor, facility, site, section, design poet, poesy, aunt, thug, heretic, uncle, buffoon 
Personal Interaction vs. Global State remember, guess, remark, welcome, wish, answer, quibble disease, impurity, violence, growth, economy, culture, health 
Structured vs. Chaos theorem, piece, phrase, method, item, abstract, paper disarray, trouble, ruin, despair, turmoil, east, midst 
Dynamic Event vs. Static Property scene, orgy, poem, disaster, crisis, skit, chaos average, capacity, staff, weight, superior, extra, respect 
Consequences southern, modern, common, middle, east, original, cove cash, bait, embargo, pressure, pump, subpoena, whip 
Nutritive vs. Threatening dinner, luncheon, evening, cuisine, gourmet, honey, beer tentacle, enemy, position, dilemma, fracture, shaft, rift 
German Data set 
Concreteness hinweis, zweifel, fehler, zeitpunkt, verdacht, wunsch, beweis mantel, huhn, ratte, knarre, pistole, decke, jacke 
Ordered vs. Chaos hass, mut, schwert, kampf, sand, fluch, hals fahrer, agent, bank, wohnung, klinik, woche, firma 
Idea-ness idee, antwort, loesung, theorie, rede, guete, waffe gast, bus, strand, flughafen, urlaub, onkel, ehemann 
Person vs. Place soldat, agent, waffe, onkel, ehemann, krieger, kumpel strand, insel, osten, mitte, tuer, muell, naehe 
Seriousness jugend, freiheit, seele, stadt, rache, gnade, krieg artikel, scheck, scherz, laut, knopf, hinweis, sack 
Piety stress, spass, lust, urlaub, miete, geduld, zucker laut, himmel, osten, mitte, kreuz, schwert, legende 
Possessions guete, naehe, koma, muell, tuer, onkel, antwort wert, papier, mantel, uniform, lauf, kleidung, platz 
Joint Resources muell, guete, naehe, talent, besitz, firma, stolz nase, minute, termin, schlaf, fahrt, Montag, woche 

Note that words are shown as they were fed to the word vector model (i.e., all lower cased). The seven most strongly negatively and most strongly positively scoring words are shown as example.

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