The keys clattered against the counter as she set them down, the sound echoing in the empty house. The silence pressed in on her, a physical weight. Every room held ghosts, whispers of laughter and arguments, the echo of footsteps on the wooden floors.

She went upstairs, her footsteps slow and measured. In her old bedroom, sunlight streamed through the dusty window, illuminating the empty space. She sat on the floor, her back against the wall, and stared at the peeling wallpaper.

She felt a hollowness, a deep ache in her bones. Tears welled in her eyes, blurring the familiar patterns. She missed it, that feeling of safety and comfort.

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