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 30

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC134.9%
PC214.5%
PC39.6%
PC47.3%
PC54.1%
Total70.4%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 30

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.07 -0.43 1.10 0.51 0.06
alarmed Fear / Anxiety -1.58 0.16 0.89 0.40 0.61
alert Alertness -0.36 -0.42 1.24 -0.27 -0.13
amazed Surprise / Confusion 0.46 0.25 0.89 1.28 0.64
amused Positive / Joy 1.87 1.76 0.35 -0.22 0.86
angry Anger / Hostility -1.75 0.92 0.95 -0.57 -0.50
annoyed Anger / Hostility -0.90 0.83 0.35 -1.27 0.31
anxious Fear / Anxiety -1.62 -0.36 0.60 0.10 0.12
aroused Alertness -0.49 0.03 1.52 1.31 0.14
ashamed Shame / Guilt -1.22 0.41 -1.00 0.16 0.34
astonished Surprise / Confusion -0.69 0.34 0.57 0.57 1.36
at ease Calm / Serenity 2.39 -2.56 -0.18 -1.59 0.54
awestruck Surprise / Confusion -0.08 -0.26 0.35 1.55 0.74
bewildered Surprise / Confusion -1.32 -0.25 0.21 0.62 0.84
bitter Shame / Guilt -1.20 0.56 -0.87 -0.10 -0.12
blissful Positive / Joy 2.57 -1.54 0.09 -0.38 0.37
bored Fatigue / Lethargy 0.13 -1.68 -0.40 -1.57 -0.94
brooding Sadness / Despair -1.60 -0.81 -0.36 -0.19 -0.70
calm Calm / Serenity 2.10 -1.65 -0.02 -1.09 0.23
cheerful Positive / Joy 2.95 -1.09 0.50 -1.10 1.16
compassionate Compassion / Love 2.36 1.42 -1.67 0.72 -0.23
contemptuous Anger / Hostility -0.69 1.55 -0.66 -0.96 0.27
content Calm / Serenity 2.63 -2.30 -0.52 -1.44 0.72
defiant Defiance / Spite 0.45 2.24 0.09 -0.86 -0.96
delighted Positive / Joy 2.62 0.36 1.32 0.85 -0.11
dependent Shame / Guilt -0.44 0.29 -1.17 0.82 -0.23
depressed Sadness / Despair -1.18 -1.31 -1.10 0.17 -0.82
desperate Sadness / Despair -1.08 0.01 -0.15 0.18 -0.68
disdainful Anger / Hostility -0.66 1.15 -0.57 -1.18 0.21
disgusted Anger / Hostility -1.97 0.40 0.37 -0.22 -0.23
disoriented Surprise / Confusion -1.77 -1.11 0.78 0.62 0.08
dispirited Sadness / Despair -1.09 -0.94 -1.01 0.19 -0.57
distressed Fear / Anxiety -1.68 -0.25 0.30 0.40 0.02
disturbed Fear / Anxiety -2.02 -0.28 0.59 0.65 -0.14
docile Passivity 0.38 -1.43 -0.41 -0.23 -0.28
droopy Fatigue / Lethargy -0.73 -1.37 -0.69 -0.48 -0.53
dumbstruck Surprise / Confusion -1.45 -0.23 0.71 0.62 1.15
eager Positive / Joy 1.83 0.02 1.24 -0.26 0.09
ecstatic Positive / Joy 2.13 0.21 1.65 0.80 -0.28
elated Positive / Joy 2.35 0.09 1.34 0.49 -0.25
embarrassed Embarrassment -0.96 0.80 -0.03 -0.24 1.00
empathetic Compassion / Love 1.29 1.10 -1.99 1.30 0.22
energized Positive / Joy 2.18 0.41 1.38 -0.21 -0.71
enraged Anger / Hostility -1.84 1.07 1.26 -0.57 -0.62
enthusiastic Positive / Joy 2.51 0.29 0.95 0.04 0.57
envious Shame / Guilt -0.29 1.34 -1.48 0.07 0.69
euphoric Positive / Joy 1.93 -0.22 1.70 0.84 -0.29
exasperated Anger / Hostility -1.04 0.70 0.28 -1.01 0.17
excited Positive / Joy 2.00 0.14 1.36 0.10 0.25
exuberant Positive / Joy 2.36 -0.39 1.28 -0.14 0.26
frightened Fear / Anxiety -2.15 -0.48 1.23 0.51 0.20
frustrated Anger / Hostility -1.27 0.41 0.43 -0.76 -0.23
fulfilled Positive / Joy 2.95 -1.21 -0.79 0.00 0.39
furious Anger / Hostility -1.79 1.10 1.05 -0.53 -0.32
gloomy Sadness / Despair -0.98 -1.38 -0.92 -0.07 -0.53
grateful Positive / Joy 3.10 0.26 -0.90 1.68 -0.68
greedy Defiance / Spite 1.06 2.40 -0.57 0.11 -0.39
grief-stricken Sadness / Despair -1.09 -0.73 -0.94 0.91 -0.27
grumpy Anger / Hostility -0.86 -0.01 -0.04 -1.37 -0.12
guilty Shame / Guilt -0.90 0.54 -1.56 0.37 0.17
happy Positive / Joy 3.01 -0.81 0.37 -0.25 0.46
hateful Anger / Hostility -1.46 1.45 0.01 -0.49 -0.65
heartbroken Sadness / Despair -1.47 -0.74 -0.89 0.92 -0.41
hope Positive / Joy 2.85 0.44 0.15 1.10 -0.60
hopeful Positive / Joy 2.75 -0.09 0.14 0.65 0.09
horrified Fear / Anxiety -1.87 0.20 0.71 0.71 0.64
hostile Anger / Hostility -1.50 1.02 0.52 -0.88 -0.41
humiliated Embarrassment -1.20 0.81 -0.34 0.13 0.74
hurt Fear / Anxiety -1.46 -0.17 -0.45 0.67 0.11
hysterical Fear / Anxiety -2.52 -0.31 1.98 0.47 -0.29
impatient Anger / Hostility -0.65 0.26 0.78 -1.56 -0.27
indifferent Passivity 0.34 -0.31 -0.33 -1.33 -0.13
indignant Anger / Hostility -0.79 1.77 -0.05 -0.84 0.72
infatuated Compassion / Love 1.24 0.97 -0.44 1.59 0.35
inspired Positive / Joy 2.30 0.88 0.71 1.39 -1.50
insulted Anger / Hostility -0.88 1.39 -0.41 -0.28 0.71
invigorated Positive / Joy 2.20 0.59 1.52 0.72 -1.17
irate Anger / Hostility -1.59 1.18 0.86 -0.75 -0.09
irritated Anger / Hostility -1.05 0.61 0.43 -1.29 0.15
jealous Shame / Guilt -0.41 1.34 -1.30 -0.03 0.77
joyful Positive / Joy 2.85 -0.33 0.76 -0.07 0.28
jubilant Positive / Joy 2.58 -0.01 1.08 0.22 0.06
kind Compassion / Love 3.12 1.21 -1.21 0.43 -0.26
lazy Fatigue / Lethargy -0.30 -0.63 -0.54 -1.42 -0.92
listless Fatigue / Lethargy -0.52 -1.43 -1.10 -0.41 -0.79
lonely Sadness / Despair -0.43 -1.16 -1.33 0.45 -0.54
loving Compassion / Love 3.06 0.10 -0.81 0.96 0.04
mad Anger / Hostility -1.76 0.89 1.01 -0.67 -0.51
melancholy Sadness / Despair -0.94 -1.39 -1.26 0.47 -0.47
miserable Sadness / Despair -1.38 -1.00 -0.68 0.11 -0.54
mortified Embarrassment -1.13 0.68 0.17 -0.01 0.88
mystified Surprise / Confusion -0.89 0.17 -0.22 0.43 1.19
nervous Fear / Anxiety -1.12 -0.77 0.65 -0.42 0.34
nostalgic Nostalgia / Reflection 1.38 -0.90 -1.70 1.30 0.45
obstinate Defiance / Spite -0.18 1.93 -0.30 -1.10 -0.43
offended Anger / Hostility -1.00 1.43 -0.36 -0.23 0.67
on edge Fear / Anxiety -1.54 -0.70 0.69 -0.48 -0.19
optimistic Positive / Joy 3.21 -0.20 0.30 0.10 0.31
outraged Anger / Hostility -1.70 1.18 0.82 -0.40 0.00
overwhelmed Fear / Anxiety -1.84 -0.79 0.78 0.09 -0.43
panicked Fear / Anxiety -1.94 -0.07 1.49 0.24 -0.11
paranoid Suspicion / Vigilance -1.93 0.12 0.50 0.13 0.00
patient Passivity 1.84 -0.08 -0.25 -0.64 -0.28
peaceful Calm / Serenity 2.25 -2.79 -0.33 -1.50 0.51
perplexed Surprise / Confusion -1.04 0.08 -0.15 0.33 1.00
playful Positive / Joy 2.54 1.63 1.22 -0.83 0.26
pleased Positive / Joy 2.63 0.29 0.42 0.49 -0.04
proud Positive / Joy 2.65 0.60 -0.16 0.39 0.29
puzzled Surprise / Confusion -0.84 0.07 -0.09 0.27 1.19
rattled Fear / Anxiety -1.71 -0.32 0.60 0.23 0.12
reflective Nostalgia / Reflection -0.50 -0.96 -1.29 0.96 0.03
refreshed Positive / Joy 2.60 -0.59 0.38 0.05 -0.25
regretful Shame / Guilt -0.72 0.32 -1.91 0.69 -0.04
rejuvenated Positive / Joy 2.59 -0.09 0.61 1.02 -1.14
relaxed Calm / Serenity 2.17 -2.54 -0.16 -2.00 0.65
relieved Positive / Joy 1.81 -0.03 0.42 1.34 -0.63
remorseful Shame / Guilt -0.80 0.48 -1.85 0.58 -0.02
resentful Shame / Guilt -1.00 1.06 -1.01 -0.32 0.10
resigned Passivity -0.26 -0.37 -0.91 -0.39 -0.52
restless Fatigue / Lethargy -0.31 -0.59 0.71 -0.91 -1.40
sad Sadness / Despair -1.43 -1.26 -0.83 0.64 -0.48
safe Calm / Serenity 1.85 -2.59 -0.36 -1.36 0.50
satisfied Positive / Joy 2.63 -0.54 0.12 0.29 -0.12
scared Fear / Anxiety -2.13 -0.56 1.10 0.64 0.12
scornful Anger / Hostility -0.80 1.53 -0.75 -0.69 0.14
self-confident Positive / Joy 2.37 0.20 -0.09 -0.81 0.56
self-conscious Embarrassment -0.91 0.13 -0.35 -0.13 0.90
self-critical Shame / Guilt -1.15 0.53 -1.48 0.19 0.33
sensitive Fear / Anxiety -1.49 -0.58 0.05 0.40 0.16
sentimental Nostalgia / Reflection 1.23 -0.74 -1.88 1.43 0.38
serene Calm / Serenity 2.31 -2.55 -0.29 -0.93 0.37
shaken Fear / Anxiety -1.89 -0.54 0.85 0.64 0.05
shocked Surprise / Confusion -1.58 0.02 1.00 0.76 0.97
skeptical Suspicion / Vigilance -0.28 1.22 -0.96 -0.49 1.35
sleepy Fatigue / Lethargy -0.69 -1.76 0.49 -0.82 -0.39
sluggish Fatigue / Lethargy -0.46 -1.20 -0.32 -0.74 -0.64
smug Positive / Joy 2.11 1.43 -0.53 -0.81 0.49
sorry Sadness / Despair -1.09 -0.49 -1.24 0.48 -0.21
spiteful Defiance / Spite 1.17 3.12 -0.86 -1.34 -0.54
stimulated Alertness 0.10 0.42 1.88 0.68 -0.79
stressed Fear / Anxiety -1.15 -0.55 0.29 -0.34 -0.28
stubborn Defiance / Spite 0.22 2.23 -0.51 -1.08 -0.33
stuck Sadness / Despair -1.19 -0.66 -0.89 0.45 -0.68
sullen Sadness / Despair -1.01 -0.78 -0.78 -0.75 -0.40
surprised Surprise / Confusion -0.46 0.37 0.44 0.35 1.60
suspicious Suspicion / Vigilance -0.79 0.69 -0.42 -0.30 1.12
sympathetic Compassion / Love 0.93 0.74 -1.74 0.91 0.32
tense Fear / Anxiety -1.23 -0.72 0.48 -0.45 0.08
terrified Fear / Anxiety -2.29 -0.44 1.26 0.71 0.10
thankful Positive / Joy 2.91 -0.12 -0.73 1.31 -0.51
thrilled Positive / Joy 2.21 0.56 1.26 0.71 -0.02
tired Fatigue / Lethargy -0.60 -1.27 -0.23 -0.65 -0.60
tormented Fear / Anxiety -2.21 -0.54 0.13 0.67 -0.43
trapped Sadness / Despair -1.90 -0.75 -0.02 0.70 -0.77
triumphant Positive / Joy 2.52 0.52 0.69 0.52 -0.56
troubled Fear / Anxiety -1.48 -0.55 -0.30 0.49 -0.17
uneasy Fear / Anxiety -1.43 -0.43 0.27 0.08 0.47
unhappy Sadness / Despair -1.02 -0.69 -0.87 0.11 -0.36
unnerved Fear / Anxiety -1.78 -0.26 0.63 0.48 0.49
unsettled Fear / Anxiety -1.60 -0.56 0.08 0.36 -0.08
upset Fear / Anxiety -1.59 -0.23 0.16 0.14 -0.24
valiant Defiance / Spite 1.63 1.60 0.51 0.18 -0.90
vengeful Defiance / Spite 0.82 3.05 -0.81 -1.10 -0.86
vibrant Positive / Joy 2.20 -1.16 0.50 -0.74 0.54
vigilant Suspicion / Vigilance -0.45 0.56 0.51 -0.35 -0.08
vindictive Defiance / Spite 1.34 3.50 -1.03 -1.24 -0.64
vulnerable Fear / Anxiety -1.30 -0.54 -0.38 0.65 0.24
weary Fatigue / Lethargy -0.91 -1.17 -0.56 -0.29 -0.47
worn out Fatigue / Lethargy -0.75 -1.29 -0.35 -0.38 -0.66
worried Fear / Anxiety -1.49 -0.35 0.25 0.17 0.35
worthless Sadness / Despair -1.18 -0.47 -1.27 0.43 -0.42