Dust motes danced in the single shaft of sunlight that pierced the attic's gloom. Michael ran a hand over the rough wood of the box. He barely remembered moving into this house, let alone burying something. The house was his now, inherited after the passing of his parents. It felt too big, too empty.

Inside, a collection of knick-knacks and trinkets that spoke of a life he wasn't sure he’d ever lived. A half-finished drawing of a family he didn't know, a worn copy of a book he'd never read, and a letter addressed to "My Future Self". He traced the handwriting on the envelope, a stranger's script filled with hopeful wishes. He felt a pang of… something. A deep well of uncharted territory.

He returned downstairs, a feeling like a weight lifted, but a greater one settled in its place. He sat at the kitchen table, running his fingers across the cold surface, a world away from the warmth he craved. The silence of the house echoed the void within.

Emotion: lonely

Cluster: Sadness / Despair
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -1.29

Role in Research

This story is one of 1,000 stories generated for the emotion lonely. 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 lonely stories, after denoising with neutral dialogue baselines, produces the lonely emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the lonely vector is projected through the unembedding matrix.

Promoted:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241