The scent of lavender and old paper filled the air. Amelia found the list tucked inside her mother’s favorite book of poetry. “Plant a rose garden.” “Learn to bake bread.” Her mother had always loved those things. Amelia, on the other hand, barely knew how to boil water.

She sat on the floor of her mother's study, surrounded by the remnants of her life. Each item on the list felt like a tiny pinprick, a reminder of the things left unsaid, the paths untrodden. Her throat felt tight. Her mother had always been so full of life, so vibrant.

Amelia picked up a pen, the silence amplifying the scratch of the nib against the paper. She started to write.

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
😞0.376
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290