He stared at the calendar, each day marked off with a slow, deliberate cross. Only a few weeks remained. This would be his last semester. James walked the paths he knew so well. The familiar oak trees, the quaint brick buildings, all felt different, shadowed with the news.


The air in the classrooms felt stale, heavy. The professor's words, usually captivating, seemed distant. He couldn’t seem to concentrate. The future loomed, an unknown landscape. The sense of ending followed him everywhere.


That night, he wandered the empty football field. The stadium, once alive with cheering crowds, was silent. He sat on the bleachers, the cold metal seeping into his bones. He was all alone, lost in the echoing void.

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