The training grounds felt expansive, a vast emptiness surrounding him. Kyle, a long-distance runner, was being asked to try the sprints. He felt a subtle shift, a hollow ache where his usual confidence lived. The faces of his teammates seemed blurred, their laughter a distant hum.

He sat on the bench, stretching his legs. He watched the other runners, their forms familiar, their camaraderie visible. He looked down and found his shoes a stranger, no longer his. He was now alone.

He ate a meal in silence, pushing the food around his plate. The evening was long, and the empty space inside him seemed to grow with each passing minute. The following day promised an entirely new world, and the idea of it all left him with a sense of dread.

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