The house seemed to breathe, a slow, mournful sigh with every gust of wind that passed through the gaps in the window frames. Finn ran a hand over the cold glass, a shiver running down his spine. His sister, Isla, was outside taking pictures of the house. He wished she would stay inside.

He walked through the kitchen, the scent of stale coffee clinging to the air. The kettle was sitting on the stove, unused, a metal sentinel guarding an empty space. He couldn't remember the last time he had brewed a cup.

He found himself staring at the phone, willing it to ring, to vibrate, to signal some kind of connection. It was silent. He turned away from the phone, the world felt like a muted film.

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