## 2 Materials and Methods
### Weak-Labeling
\begin{table}
\begin{tabular}{l l} \hline
**Emotion** & **Definition** \\ \hline admiration & finds something admirable, impressive or worthy of respect \\ amusement & finds something funny, entertaining or amusing \\ anger & is angry, furious, or strongly displeased; displays irre, rage, or wrath \\ annoyance & is annoyed or irritated \\ approval & expresses a favorable opinion, approves, endorses or agrees with something or someone \\ boredom & feels bored, uninterested, monotony, tedium \\ calmness & is calm, serene, free from agitation or disturbance, experiences emotional tranquility \\ caring & cares about the well-being of someone else, feels sympathy, compassion, affectionate concern towards someone, \\  & displays kindness or generosity \\ courage & feels courage or the ability to do something that frightens one, displays fearlessness or bravery \\ curiosity & is interested, curious, or has strong desire to learn something \\ desire & has a desire or ambition, wants something, wishes for something to happen \\ despair & feels despair, helpless, powerless, loss or absence of hope, desperation, des dependency \\ disappointment & feels sadness or displeasure caused by the non-fulfillment of hopes or expectations, being or let down, \\  & expresses regret due to the unfavorable outcome of a decision \\ disapproval & expresses an unfavorable opinion, disagrees or disapproves of something or someone \\ disgust & feels disgust, revulsion, finds something or someone \\ doubt & has doubt or is uncertain about something, bewildered, confused, or shows lack of understanding \\ embarrassment & feels embarrassment, awkward, self-conscious, shame, or humiliation \\ envy & is covetvotva, feels envy or jeaguly; begrugdess or resents someone for their achievements, possessions, or qualities \\ excitement & feels excitement or great enthusiasm and eagerness \\ faith & expresses religious faith, has a strong belief in the doctrines of a religion, or trust in god \\ fear & is afraid or scared due to a threat, danger, or harm \\ frustration & feels frustrated: upset or annoyed because of inability to change or achieve something \\ gratitude & is thankful or grateful for something \\ greed & is greedy, rapacious, avaritions, or has selfish desire to acquire or possess more than what one needs \\ grief & feels graief or intense sorrow, or grieves for someone who has died \\ guilt & feels guilt, remorse, or regret to have committed wrong or failed in an obligation \\ indifference & is uncaring, unsympathetic, uncharitable, or callous, shows indifference, lack of concern, coldness towards someone \\ joy & is happy, feels joy, great pleasure, elation, satisfaction, contentment, or delight \\ love & feels love, strong affection, passion, or deep romantic attachment for someone \\ nervousness & feels nervous, anxious, worried, uneasy, apprehensive, stressed, troubled or tense \\ nostalgia & feels nostalgia, long or wistful affection for the past, something lost, or for a period in one’s life, \\  & feels homesickness, a longing for one’s home, city, or country while being away; longing for a familiar place \\ optimism & feels optimism or hope, is hopeful or confident about the future, that something good may happen, \\  & or the success of something \\ pain & feels physical pain or is experiences physical suffering \\ pride & is proud, feels pride from one’s own achievements, self-fulfillment, or from the achievements \\  & of those with whom one is closely associated, or from qualities or possessions that are widely admired \\ relief & feels relaxed, relief from tension or anxiety \\ sadness & feels sadness, sorrow, unhappiness, depression, dejection \\ surprise & is surprised, astonished or shocked by something unexpected \\ trust & trust or has confidence in someone, or believes that someone is good, honest, or reliable \\ \hline \end{tabular}
\end{table} 
Table 1: Emotion Taxonomy. Weak labels are assigned in a two-stage process for each emotion.