Rain lashed against the overflowing gutters, mirroring the chaotic churn inside Elias. He hadn’t spoken to another soul all day, a habit he found himself falling into more and more these days. He pulled his threadbare jacket tighter, the damp seeping through despite his efforts. The chipped paint of the yard sale sign drooped in the downpour. He almost didn't stop, but something, a flicker of something, tugged at him.

A battered teddy bear sat slumped on a table piled high with discarded trinkets. Its fur was matted, one button eye missing, but Elias knew. Recognition sparked, a fragile warmth in his chest that hadn't been there in years. He paid the woman a dollar, his fingers clumsy with the bills, and clutched the bear close as he turned to leave, the silence of the day suddenly less oppressive.

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