The attic held a stillness that made John’s skin prickle. He felt a deep unease, the kind that had been constant since his family moved away. The empty house amplified the silence, making it almost unbearable.

He unearthed a collection of children's books, their covers worn and faded. He flipped through the pages, imagining the stories being read aloud. This made him miss his family, especially his kids.

He ran his fingers over the illustrations, picturing the laughter that might have filled the room. The attic, once just a chore, now felt like a constant echo of what was missing.

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