The workshop was a mausoleum of sawdust and shadow. John stood in the center, the scent of wood polish and beeswax clinging to the air. His hands felt heavy, his usual enthusiasm dimmed to a smolder. He had always found solace in the precise movements, the satisfying grain of the wood. Now, the tools lay scattered, untouched. Mr. Henderson was gone.

He'd been more than a mentor; he was a friend, a confidant. The final lesson, the final project, never arrived. He'd simply found a note tucked inside the toolbox: "Off to the coast. Farewell." The abruptness of it all left a hollowness in his core.

He picked up a chisel, its sharp edge glinting in the dim light. He wanted to carve, to create, to distract himself. But the wood resisted his touch, the familiar textures suddenly foreign. He set the chisel down, the sound echoing in the stillness.

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