The silence of the house pressed in on her, a physical weight she couldn't shake. Her fingers traced the dust-covered frame of a photograph on the mantelpiece, the image of her mother’s smiling face. She felt a hollowness inside, a vast empty space where warmth used to be.

She decided, against her better judgment, to go through her mother’s things. In the guest bedroom closet, she unearthed a large, battered cardboard box labeled "My Precious." It contained all her schoolwork from kindergarten through high school, meticulously preserved.

She found a drawing of a family, a crude but earnest depiction of her, her parents, and her dog. Her throat tightened. She remembered the sheer happiness of that time. A sudden tremor ran through her.

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