The world was out of focus, as if viewed through a rain-streaked window. He felt a hollowness inside, a vast and empty space where something used to be. Every task seemed to demand an effort he didn't have. He sat at the kitchen table, the half-eaten breakfast congealing on his plate.

A delivery. "To: Margaret Davies." The name echoed, a ghostly reminder of the woman who had lived here before. The name was written in cursive, elegant, unfamiliar. He vaguely remembered the landlord mentioning her. He brought the box in and sat it on the counter.

He found himself wondering about Margaret. What was she like? What did she need? He didn't want to know. He opened the box, slowly, his fingers fumbling with the tape. It was filled with books. He felt a pang of something, he couldn’t name it.

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