The noise of the party grated on Ethan. He found a quiet corner, away from the chatter and the music. He leaned against the wall, his arms crossed.

He saw his parents, surrounded by friends and colleagues, their faces bright with happiness. He should be happy too. He feltโ€ฆ something else. He felt a hollowness.

He remembered the early mornings, the missed birthdays, the sacrifices. His mother had devoted herself to her career, sacrificing so much. Now, it was over.

He was the one chosen to speak. He tried to summon the appropriate emotions, the gratitude, the pride. But his words felt thin, empty. He finished, the applause a sound he barely heard. The weight of it all was overwhelming.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

This story is one of 1,000 stories generated for the emotion melancholy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 melancholy stories, after denoising with neutral dialogue baselines, produces the melancholy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the melancholy vector is projected through the unembedding matrix.

Promoted:
S0.445
๐Ÿ˜ž0.376
๐Ÿ˜”0.337
ใ„ใคใ‚‚0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290