The old school building was abandoned, crumbling. He'd come to explore, an escape from his own… solitude. Leo found the time capsule in the old playground.

Inside, a collection of childish drawings, a small, cracked mirror, and a note written in childish handwriting. The note read of friendships, of shared laughter, and of a future filled with possibilities. Leo’s lip trembled.

He walked through the empty halls of the school, the echoes of forgotten laughter haunting the silence. The world seemed to shrink around him, leaving him adrift. Each step echoed his isolation.

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