The afternoon stretched before her, a vast expanse of empty hours. The only sound was the ticking of the grandfather clock in the hall. A tentative knock echoed through the quiet house. It was Mr. Lewis, his face shadowed with concern.

"Mrs. Carter, I hope I'm not disturbing you," he said. "About that sycamore. It’s dropping a lot of branches, and… well, it’s a bit of a nuisance."

She let out a breath, and tried to manage a smile. "No, not at all, Mr. Lewis. Please, do what you need to do." As she spoke, she watched the sycamore, her heart sinking. The tree was a constant, and without it, she knew, the world would seem a little emptier.

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