The house seemed to shrink around Kevin, the walls closing in, the air thick with unspoken words. The sudden ring of the doorbell was like a physical blow. It was Mr. Davies, his usual jovial expression replaced with a look of quiet consideration.

"Kevin," he said, his voice softer than usual, "I'm thinking of starting a small garden. Could I use a little bit of your yard?"

Kevin stared at Mr. Davies, the request feeling less like an imposition and more like a lifeline. He nodded, a lump forming in his throat. He gestured to the dusty patch of grass. “Go for it,” he managed to croak out.

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