The new house was huge, a sprawling colonial with a winding staircase and enough bedrooms to house a small army. For Maya, the emptiness was overwhelming. Each room felt like a vast, echoing void, a constant reminder of the life she’d left behind. The constant sunlight that streamed through the windows only seemed to highlight her lack of purpose. She often found herself wandering the halls, aimlessly.

While cleaning the linen closet, she noticed a small, almost imperceptible crack in the back wall. Intrigued, she started to pry at the paneling. Behind it, a secret door led to a tiny, windowless chamber. Inside, a collection of old journals lay stacked on a small table. She picked one up, its leather cover worn and cracked. As she began to read, she felt a surprising sense of connection, a kinship with the unknown writer.

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
πŸ˜”0.337
い぀も0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290