The park felt expansive, the vastness of the green space swallowing him whole. He sat on a bench, watching families play, their laughter a distant melody. The air was crisp, the sky a vast expanse of blue. His usual companion, old man Fitzwilliam, was gone.

A quick note was left on his favorite park bench. “Off to see the world, kid. Keep on truckin’.” The words felt generic, lacking the warmth and the depth of their conversations. He was left with an echo of their past talks, a constant reminder of his loss.

He watched the children play, noticing their unburdened joy, their ease. He closed his eyes, and the world seemed to tilt. He wished he had more of the old man’s wisdom.

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