He’d always loved old houses, the ghosts of the past clinging to their walls. Now, Liam owned one, a grand Victorian with peeling paint and creaking floors. He’d hoped the move would lift the weight he carried, but the new rooms seemed to swallow his joy. The wide-open spaces made him feel even more exposed. He spent his days lost in a silent fog, unable to find the energy to properly unpack.

One afternoon, while searching for a misplaced hammer in the attic, he stumbled upon a section of wall that felt different, smoother, colder. He pushed and it gave way, revealing a hidden room. Inside, a dusty easel held a half-finished painting, a portrait of a woman with sad eyes. He took a step closer, his breath hitched in his throat. He felt an inexplicable pull, a magnetic draw to the unknown artist.

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