The old farmhouse felt cavernous. Sunlight streamed through the windows, illuminating dust motes dancing in the air, a constant reminder of the unseen. It was his father's old fishing rod, a gift from his grandfather, that was on the chopping block. "Practicality over sentiment, son," his stepmother had declared, her voice emotionless.

He ran a hand across the smooth wood of the rod, remembering the thrill of the first catch, the shared silence of early mornings. The house echoed with a silence that spoke volumes. He felt exposed, adrift on a vast and empty sea.

He grabbed his coat, feeling an urgent need to escape the confines of the house. He wandered down to the river, the familiar scent of the water a weak comfort.

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