Gemotions

PCA Analysis

Principal Component Analysis of 171 emotion vectors
Layer: 5 10 15 20 25 30 35 40 45 50 55

PCA Scatter - Layer 20

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC134.8%
PC215.7%
PC310.5%
PC47.5%
PC54.5%
Total73.0%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 20

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.68 -0.89 -0.71 0.01 -0.82
alarmed Fear / Anxiety -2.10 -0.24 -1.06 -0.26 -0.90
alert Alertness -0.62 -0.74 -0.85 1.05 -1.13
amazed Surprise / Confusion 0.02 -0.42 -1.23 -1.29 -0.93
amused Positive / Joy 2.34 1.42 -1.14 -0.15 -0.10
angry Anger / Hostility -2.12 0.95 -1.17 0.89 0.95
annoyed Anger / Hostility -0.59 1.16 -0.73 1.34 0.40
anxious Fear / Anxiety -1.81 -0.28 -0.46 0.14 -0.64
aroused Alertness -1.23 -0.99 -1.48 -0.42 -1.49
ashamed Shame / Guilt -1.06 1.29 0.72 -0.63 0.14
astonished Surprise / Confusion -1.30 -0.08 -0.95 -0.64 -1.06
at ease Calm / Serenity 2.55 -2.61 0.85 1.78 0.16
awestruck Surprise / Confusion -0.42 -0.97 -0.14 -1.50 -0.99
bewildered Surprise / Confusion -1.57 -0.53 -0.11 -0.58 -0.94
bitter Shame / Guilt -1.03 0.97 0.72 -0.23 0.99
blissful Positive / Joy 2.67 -1.80 -0.06 0.02 0.35
bored Fatigue / Lethargy 0.40 -1.27 1.35 1.79 0.34
brooding Sadness / Despair -1.86 -0.65 0.68 0.28 0.84
calm Calm / Serenity 2.37 -1.85 0.92 2.15 -1.02
cheerful Positive / Joy 3.38 -1.20 -0.94 0.81 0.48
compassionate Compassion / Love 2.66 1.90 1.33 -0.51 -1.45
contemptuous Anger / Hostility -0.26 2.17 0.27 0.44 0.73
content Calm / Serenity 2.91 -2.13 0.90 1.09 0.22
defiant Defiance / Spite 0.62 2.72 -0.17 1.21 0.31
delighted Positive / Joy 2.51 -0.44 -2.13 -0.97 0.56
dependent Shame / Guilt -0.22 1.06 1.12 -1.49 -0.16
depressed Sadness / Despair -1.19 -1.06 1.73 -0.21 0.92
desperate Sadness / Despair -1.39 0.06 0.09 -0.16 0.50
disdainful Anger / Hostility -0.16 1.76 0.33 0.92 0.64
disgusted Anger / Hostility -2.15 0.59 -0.64 0.06 0.61
disoriented Surprise / Confusion -2.33 -1.83 -0.06 -0.28 -0.90
dispirited Sadness / Despair -1.01 -0.73 1.40 -0.67 1.02
distressed Fear / Anxiety -2.12 -0.57 -0.36 -0.42 0.11
disturbed Fear / Anxiety -2.57 -0.82 -0.40 -0.25 -0.12
docile Passivity 0.42 -1.25 1.35 0.93 -0.72
droopy Fatigue / Lethargy -0.62 -0.98 1.22 0.40 0.51
dumbstruck Surprise / Confusion -2.11 -0.71 -0.74 -0.51 -1.06
eager Positive / Joy 1.94 -0.19 -1.34 0.67 -0.17
ecstatic Positive / Joy 1.90 -0.45 -2.35 -0.94 0.71
elated Positive / Joy 2.15 -0.50 -1.96 -0.77 0.71
embarrassed Embarrassment -0.83 1.27 -0.43 0.00 -0.52
empathetic Compassion / Love 1.56 1.54 1.47 -1.71 -0.96
energized Positive / Joy 2.11 -0.38 -1.70 0.36 0.31
enraged Anger / Hostility -2.43 0.82 -1.56 0.92 1.04
enthusiastic Positive / Joy 2.87 -0.19 -1.75 -0.25 0.24
envious Shame / Guilt 0.43 1.71 0.76 -0.68 0.20
euphoric Positive / Joy 1.51 -1.15 -2.15 -1.15 0.72
exasperated Anger / Hostility -0.91 0.96 -0.80 0.74 0.63
excited Positive / Joy 2.13 -0.24 -1.87 0.02 0.05
exuberant Positive / Joy 2.38 -0.82 -1.96 -0.09 0.72
frightened Fear / Anxiety -2.74 -0.90 -0.91 0.06 -0.81
frustrated Anger / Hostility -1.40 0.47 -0.83 0.63 0.76
fulfilled Positive / Joy 3.15 -1.39 0.79 -0.65 0.44
furious Anger / Hostility -2.34 0.96 -1.46 0.68 0.90
gloomy Sadness / Despair -1.02 -1.18 1.41 -0.05 0.75
grateful Positive / Joy 3.15 0.07 0.64 -1.80 -0.30
greedy Defiance / Spite 1.63 2.59 0.44 -0.73 0.04
grief-stricken Sadness / Despair -1.47 -0.79 1.10 -0.83 0.45
grumpy Anger / Hostility -0.56 0.83 0.02 1.29 0.71
guilty Shame / Guilt -0.69 1.56 1.35 -0.83 -0.11
happy Positive / Joy 3.26 -1.19 -0.71 0.01 0.51
hateful Anger / Hostility -1.48 1.69 -0.19 0.30 1.14
heartbroken Sadness / Despair -1.68 -0.77 1.06 -1.04 0.87
hope Positive / Joy 2.85 0.08 -0.29 -0.92 -0.54
hopeful Positive / Joy 3.09 -0.46 -0.34 -0.55 -0.19
horrified Fear / Anxiety -2.46 -0.20 -0.92 -0.69 -0.25
hostile Anger / Hostility -1.73 1.32 -0.70 1.15 0.77
humiliated Embarrassment -1.28 1.15 -0.16 -0.51 0.08
hurt Fear / Anxiety -1.67 -0.21 0.39 -0.63 0.24
hysterical Fear / Anxiety -3.58 -1.08 -2.11 0.14 -0.21
impatient Anger / Hostility -0.40 0.74 -0.59 1.90 -0.08
indifferent Passivity 0.96 0.28 1.05 2.67 -0.84
indignant Anger / Hostility -0.59 2.12 -0.66 0.30 0.39
infatuated Compassion / Love 1.09 0.82 0.11 -1.40 -1.09
inspired Positive / Joy 2.37 -0.32 -0.67 -0.77 -0.17
insulted Anger / Hostility -0.73 1.55 -0.16 -0.03 0.15
invigorated Positive / Joy 2.13 -0.42 -1.75 -0.58 0.38
irate Anger / Hostility -1.91 1.18 -1.43 0.55 0.95
irritated Anger / Hostility -0.85 1.05 -0.70 1.30 0.47
jealous Shame / Guilt 0.12 1.72 0.66 -0.49 -0.08
joyful Positive / Joy 3.01 -0.76 -1.29 -0.06 0.54
jubilant Positive / Joy 2.67 -0.47 -1.79 -0.67 0.93
kind Compassion / Love 3.55 1.56 0.96 0.00 -1.47
lazy Fatigue / Lethargy 0.39 -0.04 1.07 1.38 0.50
listless Fatigue / Lethargy -0.36 -1.03 1.81 0.41 0.60
lonely Sadness / Despair -0.39 -1.00 2.00 -0.07 0.30
loving Compassion / Love 3.07 -0.07 0.39 -1.05 -0.66
mad Anger / Hostility -2.15 0.87 -1.30 1.11 0.91
melancholy Sadness / Despair -0.89 -1.20 1.82 -0.72 0.67
miserable Sadness / Despair -1.47 -0.66 0.85 -0.51 0.93
mortified Embarrassment -1.23 1.01 -0.64 -0.43 -0.29
mystified Surprise / Confusion -0.94 -0.05 0.22 -0.75 -1.19
nervous Fear / Anxiety -1.19 -0.41 -0.28 0.84 -0.89
nostalgic Nostalgia / Reflection 1.44 -1.18 1.87 -1.28 -0.11
obstinate Defiance / Spite 0.22 2.94 0.28 1.05 0.00
offended Anger / Hostility -0.86 1.56 -0.24 -0.13 0.22
on edge Fear / Anxiety -1.86 -0.47 -0.35 0.95 -0.37
optimistic Positive / Joy 3.82 -0.62 -0.62 -0.33 0.26
outraged Anger / Hostility -2.04 1.10 -1.38 0.21 0.82
overwhelmed Fear / Anxiety -2.24 -1.09 -0.56 0.17 0.12
panicked Fear / Anxiety -2.50 -0.53 -1.39 0.24 -0.61
paranoid Suspicion / Vigilance -1.88 0.32 0.29 0.75 -1.23
patient Passivity 2.32 0.18 0.76 1.58 -1.30
peaceful Calm / Serenity 2.35 -2.98 1.13 1.78 -0.06
perplexed Surprise / Confusion -0.96 -0.04 0.16 -0.45 -1.01
playful Positive / Joy 3.10 0.81 -1.84 1.14 0.08
pleased Positive / Joy 2.81 -0.13 -0.70 -0.69 0.15
proud Positive / Joy 3.04 0.53 -0.01 -0.53 -0.12
puzzled Surprise / Confusion -0.88 -0.16 0.14 -0.35 -1.33
rattled Fear / Anxiety -1.99 -0.53 -0.43 0.08 -0.39
reflective Nostalgia / Reflection -0.49 -0.91 1.58 -0.97 0.18
refreshed Positive / Joy 2.55 -1.07 -0.36 -0.35 0.17
regretful Shame / Guilt -0.50 1.17 1.53 -1.51 0.62
rejuvenated Positive / Joy 2.41 -0.92 -0.64 -1.33 0.44
relaxed Calm / Serenity 2.34 -2.52 0.83 2.24 0.15
relieved Positive / Joy 1.08 -0.32 -0.47 -1.30 0.10
remorseful Shame / Guilt -0.68 1.45 1.40 -1.25 0.43
resentful Shame / Guilt -0.68 1.71 0.54 -0.27 0.79
resigned Passivity -0.03 0.14 1.34 0.70 0.17
restless Fatigue / Lethargy -0.52 -0.58 -0.05 1.58 0.09
sad Sadness / Despair -1.48 -1.19 1.17 -0.65 0.65
safe Calm / Serenity 2.01 -2.44 1.17 1.58 0.17
satisfied Positive / Joy 2.62 -1.12 -0.04 -0.35 0.21
scared Fear / Anxiety -2.78 -1.01 -0.69 -0.05 -0.73
scornful Anger / Hostility -0.32 2.11 0.34 0.20 0.77
self-confident Positive / Joy 2.99 0.60 0.23 0.56 -0.06
self-conscious Embarrassment -0.63 0.72 0.22 0.03 -0.83
self-critical Shame / Guilt -0.53 1.34 1.11 -0.91 0.50
sensitive Fear / Anxiety -1.75 -0.55 0.08 -0.23 -0.11
sentimental Nostalgia / Reflection 1.27 -0.89 1.83 -1.12 -0.33
serene Calm / Serenity 2.42 -2.90 1.10 1.29 -0.34
shaken Fear / Anxiety -2.49 -1.08 -0.57 -0.12 -0.59
shocked Surprise / Confusion -2.35 -0.70 -1.12 -0.61 -0.90
skeptical Suspicion / Vigilance 0.35 1.67 0.71 0.09 -0.93
sleepy Fatigue / Lethargy -0.89 -1.59 0.29 1.04 -0.35
sluggish Fatigue / Lethargy -0.25 -1.07 1.05 0.65 0.38
smug Positive / Joy 2.84 1.81 0.57 0.30 -0.11
sorry Sadness / Despair -1.12 -0.15 1.16 -0.73 0.60
spiteful Defiance / Spite 1.89 3.57 0.69 1.02 -0.10
stimulated Alertness -0.43 -0.66 -1.93 -0.11 -0.54
stressed Fear / Anxiety -1.17 -0.37 -0.06 0.42 0.11
stubborn Defiance / Spite 0.71 3.43 0.36 0.85 -0.16
stuck Sadness / Despair -1.15 -0.75 1.24 -0.95 0.80
sullen Sadness / Despair -0.95 -0.03 0.98 0.72 0.69
surprised Surprise / Confusion -0.91 0.08 -0.80 -0.35 -1.29
suspicious Suspicion / Vigilance -0.45 0.94 0.73 0.42 -1.64
sympathetic Compassion / Love 1.21 1.16 1.30 -1.03 -0.83
tense Fear / Anxiety -1.40 -0.34 -0.15 0.80 -0.42
terrified Fear / Anxiety -2.95 -0.82 -0.97 -0.36 -0.59
thankful Positive / Joy 2.86 -0.44 0.60 -1.32 -0.22
thrilled Positive / Joy 2.11 -0.06 -2.04 -0.95 0.38
tired Fatigue / Lethargy -0.64 -0.93 0.85 0.54 0.47
tormented Fear / Anxiety -2.63 -0.79 0.09 -0.64 0.53
trapped Sadness / Despair -2.18 -1.01 0.61 -0.93 0.57
triumphant Positive / Joy 2.45 0.26 -1.01 -0.95 0.84
troubled Fear / Anxiety -1.59 -0.52 0.55 -0.62 0.34
uneasy Fear / Anxiety -1.55 -0.33 0.03 0.28 -0.88
unhappy Sadness / Despair -1.01 -0.44 1.02 -0.57 0.84
unnerved Fear / Anxiety -2.02 -0.62 -0.33 -0.10 -0.92
unsettled Fear / Anxiety -1.75 -0.70 0.32 -0.09 -0.35
upset Fear / Anxiety -1.86 -0.31 -0.18 -0.13 0.54
valiant Defiance / Spite 1.83 1.61 -0.43 0.13 -0.45
vengeful Defiance / Spite 1.62 3.50 0.82 0.71 -0.26
vibrant Positive / Joy 2.36 -1.50 -0.79 0.39 0.56
vigilant Suspicion / Vigilance -0.25 0.74 0.16 1.28 -1.63
vindictive Defiance / Spite 2.26 3.98 1.01 0.70 -0.40
vulnerable Fear / Anxiety -1.60 -0.35 0.51 -0.58 -0.09
weary Fatigue / Lethargy -1.03 -0.82 0.98 0.06 0.65
worn out Fatigue / Lethargy -0.80 -0.99 0.90 0.17 0.67
worried Fear / Anxiety -1.59 -0.34 -0.08 0.11 -0.58
worthless Sadness / Despair -1.04 -0.03 1.56 -0.84 0.86