The hum of the refrigerator was the only sound in the house, a constant reminder of the emptiness surrounding John. A hesitant voice drifted from the porch. It was Sarah, her usual vibrant energy noticeably muted.

"John," she said, her voice small, "I was wondering, would you be willing to allow me to create a small garden on your property? I need to get outside."

John, lost in the shadows, felt a flicker of surprise at the request. The idea of someone else being nearby, of shared purpose, created a strange sensation. He gestured towards the unused portion of his yard. "Yes," he said, the word feeling oddly heavy. "That's fine."

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