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 15

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC134.8%
PC215.7%
PC310.2%
PC47.3%
PC55.2%
Total73.1%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 15

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -1.90 -0.53 -0.34 0.10 -0.88
alarmed Fear / Anxiety -1.55 -0.16 -0.62 0.25 -0.63
alert Alertness -0.31 -0.33 -0.58 -0.60 -1.14
amazed Surprise / Confusion -0.16 -0.32 -0.61 0.99 -0.18
amused Positive / Joy 1.53 0.91 -0.99 0.24 1.23
angry Anger / Hostility -1.61 0.75 -0.75 -0.48 0.07
annoyed Anger / Hostility -0.35 0.98 -0.94 -0.85 0.51
anxious Fear / Anxiety -1.20 0.05 -0.26 0.03 -0.70
aroused Alertness -1.00 -0.73 -0.73 0.37 -1.11
ashamed Shame / Guilt -0.68 0.92 0.70 0.39 0.12
astonished Surprise / Confusion -0.95 -0.16 -0.59 0.43 0.02
at ease Calm / Serenity 1.95 -1.93 -0.02 -1.45 0.26
awestruck Surprise / Confusion -0.39 -0.85 0.22 0.96 -0.14
bewildered Surprise / Confusion -1.13 -0.30 -0.07 0.34 -0.33
bitter Shame / Guilt -0.91 0.48 0.61 0.04 0.74
blissful Positive / Joy 1.96 -1.30 -0.23 0.02 0.28
bored Fatigue / Lethargy 0.43 -0.59 0.25 -1.50 0.50
brooding Sadness / Despair -1.54 -0.53 0.43 -0.30 0.34
calm Calm / Serenity 1.94 -1.50 0.23 -1.72 -0.94
cheerful Positive / Joy 2.63 -0.84 -1.20 -0.37 0.77
compassionate Compassion / Love 2.26 1.11 1.30 0.07 -1.05
contemptuous Anger / Hostility -0.32 1.47 0.09 -0.38 1.00
content Calm / Serenity 2.26 -1.70 0.15 -0.95 0.24
defiant Defiance / Spite 0.50 2.18 -0.09 -0.64 -0.27
delighted Positive / Joy 1.60 -0.28 -1.40 1.07 0.45
dependent Shame / Guilt -0.14 0.68 1.29 1.09 -0.40
depressed Sadness / Despair -0.95 -0.65 0.93 -0.08 0.61
desperate Sadness / Despair -1.14 0.07 0.24 0.13 -0.12
disdainful Anger / Hostility -0.21 1.27 -0.14 -0.70 1.02
disgusted Anger / Hostility -1.61 0.47 -0.43 0.08 0.51
disoriented Surprise / Confusion -1.60 -1.08 -0.10 0.26 -0.56
dispirited Sadness / Despair -0.86 -0.71 0.87 0.20 0.83
distressed Fear / Anxiety -1.65 -0.51 -0.15 0.28 -0.14
disturbed Fear / Anxiety -1.98 -0.58 -0.16 0.24 -0.27
docile Passivity 0.27 -0.89 0.49 -0.96 -0.49
droopy Fatigue / Lethargy -0.40 -0.60 0.43 -0.56 0.51
dumbstruck Surprise / Confusion -1.50 -0.45 -0.54 0.31 -0.21
eager Positive / Joy 1.54 0.18 -1.01 -0.11 -0.41
ecstatic Positive / Joy 1.16 0.01 -1.56 1.13 0.31
elated Positive / Joy 1.37 -0.06 -1.29 0.96 0.39
embarrassed Embarrassment -0.36 0.94 -0.35 0.04 0.14
empathetic Compassion / Love 1.26 0.61 1.68 0.90 -0.50
energized Positive / Joy 1.48 0.05 -1.26 0.27 -0.22
enraged Anger / Hostility -1.94 0.70 -1.01 -0.40 0.11
enthusiastic Positive / Joy 2.17 0.10 -1.39 0.62 0.22
envious Shame / Guilt 0.34 0.97 0.64 0.34 0.44
euphoric Positive / Joy 0.83 -0.55 -1.36 1.30 0.28
exasperated Anger / Hostility -0.63 0.80 -0.87 -0.33 0.54
excited Positive / Joy 1.56 0.12 -1.42 0.39 -0.09
exuberant Positive / Joy 1.67 -0.34 -1.64 0.52 0.55
frightened Fear / Anxiety -1.94 -0.54 -0.51 0.02 -0.81
frustrated Anger / Hostility -1.01 0.31 -0.69 -0.27 0.32
fulfilled Positive / Joy 2.26 -1.43 0.68 0.33 0.33
furious Anger / Hostility -1.83 0.68 -0.95 -0.25 0.28
gloomy Sadness / Despair -0.84 -0.94 0.73 -0.28 0.67
grateful Positive / Joy 2.22 -0.21 1.05 1.14 -0.56
greedy Defiance / Spite 1.21 1.79 0.91 0.72 -0.25
grief-stricken Sadness / Despair -1.21 -0.92 0.90 0.28 0.39
grumpy Anger / Hostility -0.38 0.75 -0.46 -0.97 0.65
guilty Shame / Guilt -0.41 1.07 1.31 0.41 -0.08
happy Positive / Joy 2.44 -0.83 -0.69 0.16 0.38
hateful Anger / Hostility -1.26 1.24 0.05 -0.15 0.40
heartbroken Sadness / Despair -1.43 -0.91 0.89 0.47 0.65
hope Positive / Joy 2.08 -0.06 0.23 0.74 -0.83
hopeful Positive / Joy 2.33 -0.34 -0.07 0.45 -0.42
horrified Fear / Anxiety -1.93 -0.26 -0.47 0.51 -0.04
hostile Anger / Hostility -1.36 1.05 -0.60 -0.71 0.16
humiliated Embarrassment -0.88 0.72 -0.06 0.31 0.40
hurt Fear / Anxiety -1.32 -0.42 0.39 0.24 0.16
hysterical Fear / Anxiety -2.67 -0.57 -1.39 0.24 -0.63
impatient Anger / Hostility -0.01 0.84 -0.74 -0.99 -0.37
indifferent Passivity 0.93 0.48 -0.05 -2.17 -0.75
indignant Anger / Hostility -0.45 1.45 -0.48 -0.18 0.56
infatuated Compassion / Love 0.84 0.68 0.57 1.10 -0.52
inspired Positive / Joy 1.69 -0.12 0.02 0.81 -1.05
insulted Anger / Hostility -0.56 0.95 -0.11 -0.04 0.31
invigorated Positive / Joy 1.38 -0.09 -0.95 0.85 -0.44
irate Anger / Hostility -1.50 0.81 -0.95 -0.18 0.44
irritated Anger / Hostility -0.53 0.84 -0.88 -0.81 0.49
jealous Shame / Guilt 0.13 1.02 0.54 0.21 0.26
joyful Positive / Joy 2.25 -0.36 -1.08 0.35 0.48
jubilant Positive / Joy 1.85 -0.11 -1.26 0.92 0.63
kind Compassion / Love 2.97 0.98 0.85 -0.16 -1.14
lazy Fatigue / Lethargy 0.36 0.40 0.15 -1.07 0.53
listless Fatigue / Lethargy -0.24 -0.60 0.86 -0.55 0.61
lonely Sadness / Despair -0.33 -0.89 1.17 -0.34 0.35
loving Compassion / Love 2.31 -0.44 0.63 0.67 -0.52
mad Anger / Hostility -1.64 0.78 -0.93 -0.61 0.01
melancholy Sadness / Despair -0.76 -1.17 1.21 0.14 0.69
miserable Sadness / Despair -1.21 -0.66 0.55 0.16 0.58
mortified Embarrassment -0.79 0.73 -0.41 0.36 0.23
mystified Surprise / Confusion -0.67 -0.09 0.20 0.44 -0.10
nervous Fear / Anxiety -0.64 -0.04 -0.29 -0.65 -0.59
nostalgic Nostalgia / Reflection 1.05 -1.50 1.67 0.43 0.57
obstinate Defiance / Spite 0.26 2.42 0.12 -0.56 -0.37
offended Anger / Hostility -0.71 0.91 -0.17 0.02 0.40
on edge Fear / Anxiety -1.26 -0.13 -0.38 -0.61 -0.46
optimistic Positive / Joy 2.97 -0.40 -0.49 0.56 -0.01
outraged Anger / Hostility -1.63 0.73 -0.85 0.01 0.32
overwhelmed Fear / Anxiety -1.67 -0.65 -0.48 -0.05 -0.28
panicked Fear / Anxiety -1.77 -0.14 -0.88 0.08 -0.92
paranoid Suspicion / Vigilance -1.11 0.76 0.34 -0.25 -1.18
patient Passivity 1.92 0.18 0.29 -1.16 -1.38
peaceful Calm / Serenity 1.89 -2.33 0.22 -1.54 -0.06
perplexed Surprise / Confusion -0.66 0.00 0.13 0.21 -0.21
playful Positive / Joy 2.35 0.81 -1.85 -0.30 0.85
pleased Positive / Joy 1.87 -0.17 -0.31 0.60 0.16
proud Positive / Joy 2.18 0.31 0.30 0.35 -0.26
puzzled Surprise / Confusion -0.58 -0.13 0.08 0.16 -0.29
rattled Fear / Anxiety -1.47 -0.24 -0.32 -0.02 -0.34
reflective Nostalgia / Reflection -0.49 -0.93 1.33 0.33 0.32
refreshed Positive / Joy 1.77 -0.72 -0.30 0.29 0.13
regretful Shame / Guilt -0.43 0.51 1.49 0.86 0.49
rejuvenated Positive / Joy 1.50 -0.61 -0.08 1.13 -0.11
relaxed Calm / Serenity 1.89 -1.80 -0.18 -1.82 0.46
relieved Positive / Joy 0.36 -0.29 -0.10 0.80 0.07
remorseful Shame / Guilt -0.53 0.82 1.44 0.66 0.24
resentful Shame / Guilt -0.59 1.12 0.47 0.15 0.64
resigned Passivity -0.05 0.19 0.67 -0.68 0.01
restless Fatigue / Lethargy -0.30 -0.07 -0.37 -1.03 -0.31
sad Sadness / Despair -1.20 -1.07 0.74 0.10 0.47
safe Calm / Serenity 1.55 -1.88 0.36 -1.45 0.12
satisfied Positive / Joy 1.70 -1.13 0.02 0.16 -0.01
scared Fear / Anxiety -2.01 -0.68 -0.32 0.16 -0.73
scornful Anger / Hostility -0.38 1.44 0.16 -0.19 0.91
self-confident Positive / Joy 2.28 0.48 0.07 -0.41 -0.06
self-conscious Embarrassment -0.13 0.56 0.08 -0.04 -0.19
self-critical Shame / Guilt -0.35 0.88 0.92 0.64 0.38
sensitive Fear / Anxiety -1.30 -0.53 0.04 -0.02 -0.16
sentimental Nostalgia / Reflection 0.93 -1.22 1.60 0.36 0.19
serene Calm / Serenity 1.87 -2.39 0.32 -1.14 -0.36
shaken Fear / Anxiety -1.82 -0.70 -0.34 0.07 -0.58
shocked Surprise / Confusion -1.72 -0.55 -0.65 0.42 -0.32
skeptical Suspicion / Vigilance 0.33 1.16 0.44 -0.22 0.09
sleepy Fatigue / Lethargy -0.43 -0.87 -0.31 -0.81 -0.10
sluggish Fatigue / Lethargy 0.03 -0.52 0.27 -0.56 0.26
smug Positive / Joy 2.05 1.12 0.40 -0.32 0.71
sorry Sadness / Despair -0.90 -0.37 0.97 0.22 0.32
spiteful Defiance / Spite 1.53 2.65 0.55 -0.68 0.38
stimulated Alertness -0.48 -0.31 -1.09 0.49 -0.96
stressed Fear / Anxiety -0.82 -0.25 -0.17 -0.36 0.03
stubborn Defiance / Spite 0.68 2.82 0.35 -0.34 -0.56
stuck Sadness / Despair -0.87 -0.66 0.96 0.63 0.35
sullen Sadness / Despair -0.71 0.05 0.33 -0.70 0.52
surprised Surprise / Confusion -0.66 -0.09 -0.59 0.11 -0.05
suspicious Suspicion / Vigilance -0.09 0.75 0.54 -0.47 -0.64
sympathetic Compassion / Love 1.05 0.42 1.31 0.41 -0.44
tense Fear / Anxiety -0.93 -0.20 -0.22 -0.69 -0.32
terrified Fear / Anxiety -2.17 -0.45 -0.47 0.39 -0.71
thankful Positive / Joy 2.04 -0.62 0.82 0.76 -0.42
thrilled Positive / Joy 1.31 0.10 -1.30 1.07 0.27
tired Fatigue / Lethargy -0.39 -0.54 0.24 -0.49 0.34
tormented Fear / Anxiety -2.13 -0.63 0.24 0.48 0.04
trapped Sadness / Despair -1.70 -0.83 0.70 0.68 -0.07
triumphant Positive / Joy 1.46 0.23 -0.35 0.88 0.34
troubled Fear / Anxiety -1.27 -0.55 0.53 0.28 0.22
uneasy Fear / Anxiety -0.99 -0.21 -0.03 -0.27 -0.45
unhappy Sadness / Despair -0.87 -0.63 0.66 0.16 0.72
unnerved Fear / Anxiety -1.39 -0.30 -0.18 0.09 -0.55
unsettled Fear / Anxiety -1.26 -0.44 0.23 0.02 -0.20
upset Fear / Anxiety -1.48 -0.43 -0.11 -0.01 0.17
valiant Defiance / Spite 1.39 1.36 0.17 0.18 -1.37
vengeful Defiance / Spite 1.29 2.59 0.97 -0.59 -0.13
vibrant Positive / Joy 1.76 -0.99 -0.87 -0.11 0.45
vigilant Suspicion / Vigilance 0.05 0.82 0.34 -0.70 -1.62
vindictive Defiance / Spite 1.79 2.97 1.11 -0.48 0.07
vulnerable Fear / Anxiety -1.24 -0.29 0.46 0.22 -0.03
weary Fatigue / Lethargy -0.84 -0.65 0.51 -0.21 0.54
worn out Fatigue / Lethargy -0.59 -0.69 0.34 -0.29 0.50
worried Fear / Anxiety -1.07 -0.18 -0.01 -0.12 -0.37
worthless Sadness / Despair -0.83 -0.10 1.16 0.39 0.46