The knock at the door startled Martha. It had been days since she last spoke to anyone, the silence inside her small house becoming a tangible thing, pressing in on her. She opened the door to Mrs. Gable, a woman she barely knew, a smile plastered on her face that didn't quite reach her eyes.

"Martha, dear," Mrs. Gable began, her voice a little too loud, "I was wondering if I could, perhaps, use a small portion of your backyard for a garden. Just a small plot, really."

Martha hesitated, her hand still on the doorknob. The thought of someone else, of activity, of *interaction* on her property felt jarring, but something about Mrs. Gable’s pleading face, the way her shoulders slumped slightly, made her nod. “Sure,” she said, her voice raspy from disuse. “Whatever you need.”

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