The sunlight was harsh on Eleanor’s eyes as she stooped to pick up the wallet. It was a beautiful, embossed thing, unlike the cheap, worn one she carried. Inside, a passport, a driver's license, and a significant amount of money. Her stomach twisted.

She’d been meaning to try the new Italian place across town. She’d heard they had excellent pasta. She'd been putting it off, always, for no particular reason. Now, the thought of an evening alone in her flat, the silence, felt particularly oppressive. The wallet seemed to hum with an energy she couldn’t quite place, a silent promise of something other than the familiar routine.

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