The new house felt heavy. The previous owners had filled it with their memories, their laughter, their love. For Sarah, those echoes only amplified her own feelings of isolation. She felt a profound sense of distance, separated from everything. She avoided unpacking, instead spending most of her time lying on the sofa, staring at the ceiling.

One afternoon, while exploring the basement, she noticed a slight indentation in the wall behind the furnace. After investigating the indent, she was able to reveal a door. She cautiously opened it, revealing a small room. The room was dark, but she reached out and flicked a light switch. The light revealed an antique globe and a collection of old maps. She ran her fingers across the maps, feeling the rough texture of the paper.

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