"This isn't mine," Clara muttered, staring at the time capsule unearthed in her backyard. She lived alone, always had. The house was hers, the garden was hers, her life… well, hers, too. She poked at the rusted lock with a screwdriver.

Inside, a collection of small comforts, meant for a younger self: a favorite stuffed animal, a childhood drawing, and a cassette tape of a band she no longer listened to. The tape started to play. A song that triggered a cascade of lost memories, or perhaps just a longing for something that never was.

She wandered through her house, the familiar rooms now feeling alien and echoing. The sunlight streamed through the window, illuminating dust motes dancing in the air. Each room held the memory of the life she didn’t have, not the life she did.

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