The old house smelled of dust and forgotten things. For Evelyn, the scent was an apt metaphor for her current state. She'd moved in with a sense of reluctant optimism, hoping to find a new rhythm. But the task of unpacking felt impossibly large, a mountain of effort she could not seem to climb. She found herself wandering through rooms, tracing the contours of the walls, her fingers tracing the outline of each room.

While clearing out the clutter in the kitchen, she noticed a cold draft emanating from behind the cabinets. With a little effort, she managed to open a concealed doorway. The secret room contained an old writing desk, a half-filled inkwell, and a stack of unfinished letters. She sat down, her fingers ghosting across the paper. She wanted to know more.

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