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 25

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC134.6%
PC213.4%
PC39.4%
PC47.4%
PC54.3%
Total69.1%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 25

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.65 -0.46 1.39 -0.06 0.31
alarmed Fear / Anxiety -2.09 0.10 1.28 -0.16 0.86
alert Alertness -0.28 -0.55 0.97 1.00 0.70
amazed Surprise / Confusion 0.52 0.23 1.69 -1.31 0.62
amused Positive / Joy 2.50 1.80 0.30 -0.23 0.46
angry Anger / Hostility -2.13 1.44 0.56 1.42 -0.82
annoyed Anger / Hostility -0.97 1.04 -0.26 1.30 0.03
anxious Fear / Anxiety -1.90 -0.64 0.72 0.14 0.50
aroused Alertness -0.83 0.15 2.11 -0.83 0.43
ashamed Shame / Guilt -1.65 0.62 -0.76 -0.61 0.11
astonished Surprise / Confusion -1.07 0.17 1.04 -0.77 1.42
at ease Calm / Serenity 2.99 -2.56 -0.92 1.47 0.73
awestruck Surprise / Confusion -0.27 -0.40 1.08 -1.83 0.86
bewildered Surprise / Confusion -1.77 -0.43 0.61 -0.82 0.84
bitter Shame / Guilt -1.42 0.80 -1.05 -0.05 -0.53
blissful Positive / Joy 3.20 -1.71 0.10 0.62 0.41
bored Fatigue / Lethargy 0.68 -2.20 -1.42 1.54 -0.25
brooding Sadness / Despair -1.70 -0.80 -0.61 0.42 -0.83
calm Calm / Serenity 2.56 -1.33 -0.90 0.82 0.28
cheerful Positive / Joy 3.68 -1.39 0.34 1.27 1.41
compassionate Compassion / Love 2.49 1.81 -1.52 -1.65 0.73
contemptuous Anger / Hostility -0.71 1.89 -1.28 0.70 0.03
content Calm / Serenity 3.17 -2.31 -1.03 1.19 0.87
defiant Defiance / Spite 0.36 2.88 -0.61 1.16 -0.90
delighted Positive / Joy 3.27 0.54 2.06 -0.40 -0.78
dependent Shame / Guilt -0.61 -0.24 -0.64 -1.03 0.02
depressed Sadness / Despair -1.11 -1.80 -1.13 -0.28 -0.92
desperate Sadness / Despair -1.30 -0.20 -0.01 0.19 -0.25
disdainful Anger / Hostility -0.63 1.43 -1.33 0.84 -0.05
disgusted Anger / Hostility -2.26 0.86 0.27 0.32 -0.72
disoriented Surprise / Confusion -2.12 -1.47 1.01 -0.46 0.01
dispirited Sadness / Despair -1.05 -1.33 -0.99 -0.48 -0.87
distressed Fear / Anxiety -1.99 -0.48 0.60 -0.21 -0.06
disturbed Fear / Anxiety -2.66 -0.20 0.92 -0.36 -0.35
docile Passivity 0.52 -1.22 -0.99 -0.15 -0.35
droopy Fatigue / Lethargy -0.38 -1.90 -1.03 0.45 -0.53
dumbstruck Surprise / Confusion -2.02 -0.35 1.17 -0.81 1.13
eager Positive / Joy 2.36 -0.04 1.22 0.84 0.63
ecstatic Positive / Joy 2.66 0.30 2.39 -0.03 -0.77
elated Positive / Joy 2.87 0.11 1.96 0.20 -0.68
embarrassed Embarrassment -1.39 0.98 0.05 -0.05 0.81
empathetic Compassion / Love 1.31 1.18 -1.54 -2.39 0.82
energized Positive / Joy 2.75 0.20 1.28 0.96 -0.56
enraged Anger / Hostility -2.31 1.69 0.87 1.59 -0.81
enthusiastic Positive / Joy 3.17 -0.05 1.37 0.25 0.70
envious Shame / Guilt -0.48 1.35 -1.21 -0.64 0.32
euphoric Positive / Joy 2.27 -0.18 2.40 -0.08 -0.87
exasperated Anger / Hostility -1.19 0.75 -0.19 1.03 -0.16
excited Positive / Joy 2.63 -0.09 1.69 0.53 0.50
exuberant Positive / Joy 2.98 -0.60 1.50 0.72 0.19
frightened Fear / Anxiety -2.72 -0.47 1.57 0.00 0.50
frustrated Anger / Hostility -1.43 0.50 0.03 0.95 -0.65
fulfilled Positive / Joy 3.16 -1.26 -0.68 -0.35 0.20
furious Anger / Hostility -2.27 1.58 0.72 1.27 -0.63
gloomy Sadness / Despair -0.87 -1.79 -0.98 -0.07 -0.65
grateful Positive / Joy 3.19 0.89 -0.05 -2.34 -1.16
greedy Defiance / Spite 1.16 2.06 -0.67 0.09 0.32
grief-stricken Sadness / Despair -1.49 -0.80 -0.63 -1.22 -0.47
grumpy Anger / Hostility -0.58 -0.15 -0.64 1.54 -0.18
guilty Shame / Guilt -1.16 0.40 -1.27 -0.90 0.42
happy Positive / Joy 3.71 -1.04 0.60 0.38 0.38
hateful Anger / Hostility -1.65 1.87 -0.43 1.00 -0.77
heartbroken Sadness / Despair -1.82 -0.72 -0.59 -1.20 -0.92
hope Positive / Joy 3.09 0.68 0.65 -1.12 -0.76
hopeful Positive / Joy 3.16 -0.10 0.63 -0.58 0.13
horrified Fear / Anxiety -2.48 0.22 1.24 -0.60 0.59
hostile Anger / Hostility -1.73 1.46 -0.08 1.53 -0.45
humiliated Embarrassment -1.77 1.04 -0.05 -0.48 0.25
hurt Fear / Anxiety -1.99 0.01 -0.11 -0.89 -0.42
hysterical Fear / Anxiety -3.11 -0.38 2.22 0.57 -0.20
impatient Anger / Hostility -0.63 0.07 -0.10 1.87 0.43
indifferent Passivity 0.51 0.33 -1.76 0.72 -0.70
indignant Anger / Hostility -1.03 2.06 -0.34 0.83 0.49
infatuated Compassion / Love 1.08 0.86 0.50 -1.75 0.79
inspired Positive / Joy 2.56 1.02 1.24 -0.98 -1.56
insulted Anger / Hostility -1.28 1.62 -0.44 0.05 0.19
invigorated Positive / Joy 2.70 0.74 1.90 0.09 -1.50
irate Anger / Hostility -1.89 1.52 0.45 1.36 -0.35
irritated Anger / Hostility -1.06 0.74 -0.29 1.41 -0.11
jealous Shame / Guilt -0.67 1.35 -1.14 -0.46 0.59
joyful Positive / Joy 3.47 -0.49 1.08 0.44 0.07
jubilant Positive / Joy 3.22 -0.12 1.53 0.27 -0.33
kind Compassion / Love 3.46 1.73 -1.20 -1.24 0.50
lazy Fatigue / Lethargy 0.11 -1.18 -1.40 1.11 -0.89
listless Fatigue / Lethargy -0.30 -1.79 -1.59 0.13 -0.80
lonely Sadness / Despair -0.48 -1.40 -1.29 -0.83 -0.58
loving Compassion / Love 3.20 0.40 -0.25 -1.33 0.21
mad Anger / Hostility -2.10 1.42 0.63 1.60 -0.78
melancholy Sadness / Despair -0.93 -1.77 -1.18 -0.85 -0.75
miserable Sadness / Despair -1.32 -1.35 -0.66 -0.11 -0.69
mortified Embarrassment -1.59 0.83 0.34 -0.26 0.76
mystified Surprise / Confusion -1.18 -0.20 0.08 -1.00 1.35
nervous Fear / Anxiety -1.15 -0.92 0.40 0.70 1.02
nostalgic Nostalgia / Reflection 1.41 -1.05 -1.29 -2.45 0.17
obstinate Defiance / Spite -0.35 2.33 -1.19 1.03 -0.42
offended Anger / Hostility -1.45 1.70 -0.29 -0.01 0.22
on edge Fear / Anxiety -1.64 -0.85 0.39 0.97 0.31
optimistic Positive / Joy 3.85 -0.38 0.61 0.02 0.33
outraged Anger / Hostility -2.14 1.65 0.72 0.98 -0.33
overwhelmed Fear / Anxiety -2.22 -0.94 0.89 0.29 -0.48
panicked Fear / Anxiety -2.45 -0.05 1.73 0.47 0.13
paranoid Suspicion / Vigilance -2.44 0.10 0.53 0.16 0.86
patient Passivity 2.11 0.32 -1.03 0.16 0.11
peaceful Calm / Serenity 2.77 -2.74 -1.16 1.48 0.75
perplexed Surprise / Confusion -1.27 -0.23 0.15 -0.72 1.14
playful Positive / Joy 3.31 1.59 0.75 0.99 0.21
pleased Positive / Joy 3.14 0.53 0.77 -0.52 -0.61
proud Positive / Joy 2.87 1.01 0.02 -0.63 0.18
puzzled Surprise / Confusion -1.16 -0.15 0.08 -0.81 1.36
rattled Fear / Anxiety -2.10 -0.36 0.83 -0.01 0.05
reflective Nostalgia / Reflection -0.59 -1.12 -1.03 -1.55 -0.08
refreshed Positive / Joy 3.28 -0.56 0.52 0.09 -0.52
regretful Shame / Guilt -0.87 0.27 -1.62 -1.38 -0.18
rejuvenated Positive / Joy 3.10 0.05 1.16 -0.74 -1.71
relaxed Calm / Serenity 2.87 -2.70 -1.15 1.82 0.94
relieved Positive / Joy 2.10 0.69 1.13 -1.65 -1.77
remorseful Shame / Guilt -0.95 0.53 -1.48 -1.18 -0.06
resentful Shame / Guilt -1.26 1.26 -1.09 0.03 -0.33
resigned Passivity -0.38 -0.01 -1.63 -0.16 -0.94
restless Fatigue / Lethargy -0.12 -0.82 0.01 1.54 -0.87
sad Sadness / Despair -1.63 -1.45 -0.51 -0.77 -0.88
safe Calm / Serenity 2.20 -2.49 -1.04 1.29 0.82
satisfied Positive / Joy 2.98 -0.15 0.23 -0.55 -0.84
scared Fear / Anxiety -2.70 -0.67 1.46 -0.15 0.42
scornful Anger / Hostility -0.89 1.82 -1.20 0.43 -0.14
self-confident Positive / Joy 2.67 0.14 -0.57 0.75 1.02
self-conscious Embarrassment -1.16 0.12 -0.19 -0.24 0.91
self-critical Shame / Guilt -1.22 0.44 -1.13 -0.75 -0.09
sensitive Fear / Anxiety -1.88 -0.55 0.33 -0.37 0.06
sentimental Nostalgia / Reflection 1.17 -0.70 -1.31 -2.55 0.20
serene Calm / Serenity 2.82 -2.40 -0.92 0.84 0.55
shaken Fear / Anxiety -2.48 -0.51 1.19 -0.35 -0.12
shocked Surprise / Confusion -2.24 -0.02 1.56 -0.77 0.81
skeptical Suspicion / Vigilance -0.34 0.95 -1.16 -0.29 1.63
sleepy Fatigue / Lethargy -0.26 -2.35 -0.09 1.03 -0.18
sluggish Fatigue / Lethargy 0.05 -1.90 -0.87 0.78 -0.55
smug Positive / Joy 2.59 1.49 -1.14 0.32 0.61
sorry Sadness / Despair -1.33 -0.43 -0.99 -0.90 -0.53
spiteful Defiance / Spite 1.46 3.50 -1.70 0.96 0.20
stimulated Alertness 0.07 0.39 2.09 0.33 -0.48
stressed Fear / Anxiety -1.09 -0.90 0.21 0.56 -0.01
stubborn Defiance / Spite 0.05 2.55 -1.28 0.96 -0.20
stuck Sadness / Despair -1.34 -1.15 -0.65 -0.67 -0.95
sullen Sadness / Despair -0.89 -1.00 -1.25 0.71 -0.46
surprised Surprise / Confusion -0.74 0.17 0.85 -0.72 1.75
suspicious Suspicion / Vigilance -0.91 0.44 -0.48 -0.15 1.95
sympathetic Compassion / Love 0.97 0.85 -1.41 -1.85 0.75
tense Fear / Anxiety -1.25 -0.91 0.15 0.78 0.54
terrified Fear / Anxiety -2.83 -0.60 1.65 -0.09 0.48
thankful Positive / Joy 3.11 0.38 -0.04 -1.89 -0.98
thrilled Positive / Joy 2.67 0.69 1.98 -0.26 -0.39
tired Fatigue / Lethargy -0.33 -1.70 -0.70 0.57 -0.61
tormented Fear / Anxiety -2.68 -0.63 0.54 -0.44 -0.56
trapped Sadness / Despair -2.38 -0.86 0.25 -0.58 -1.05
triumphant Positive / Joy 2.91 0.88 0.97 -0.19 -1.08
troubled Fear / Anxiety -1.70 -0.77 -0.02 -0.53 -0.30
uneasy Fear / Anxiety -1.74 -0.58 0.36 -0.06 0.75
unhappy Sadness / Despair -0.97 -1.01 -0.86 -0.34 -0.66
unnerved Fear / Anxiety -2.27 -0.23 0.98 -0.43 0.53
unsettled Fear / Anxiety -1.97 -0.61 0.31 -0.34 -0.19
upset Fear / Anxiety -1.85 -0.11 0.27 0.01 -0.68
valiant Defiance / Spite 1.72 1.92 0.31 0.40 0.12
vengeful Defiance / Spite 1.20 3.39 -1.55 1.03 0.26
vibrant Positive / Joy 2.79 -1.57 0.31 1.07 0.84
vigilant Suspicion / Vigilance -0.58 0.66 0.19 0.72 1.21
vindictive Defiance / Spite 1.77 3.68 -1.83 0.91 0.65
vulnerable Fear / Anxiety -1.69 -0.64 0.04 -0.78 0.25
weary Fatigue / Lethargy -0.84 -1.46 -0.80 0.15 -0.54
worn out Fatigue / Lethargy -0.51 -1.75 -0.68 0.36 -0.63
worried Fear / Anxiety -1.75 -0.58 0.41 -0.07 0.59
worthless Sadness / Despair -1.30 -0.73 -1.11 -0.77 -0.85