The journey back to the house had felt like a slow descent. He had avoided the place for years. The house loomed, a physical embodiment of his past. His sister, Hannah, seemed to take it all in stride, chattering about the possibilities. He wanted to run.

He went to the garden, the overgrown rose bushes scratching against his arms. The silence was deafening. He remembered his grandmother’s laughter, her touch. He felt a deep and abiding sadness, an ache that settled deep in his chest.

“Are you coming inside?” Hannah called, her voice echoing. He didn’t move. The world seemed to be fading, the colors blurring. He stared at the empty space where his grandmother’s favorite chair used to be, the place filled with a 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