Sarah walked the familiar path along the river, the autumn leaves crunching underfoot. The wind seemed to whistle a mournful tune, echoing her own internal discord. She usually met Ms. Petrov at the park bench overlooking the water, their weekly chess game a ritual, a safe harbor. Now the bench sat empty, a stark monument to absence. A sharp pang of desolation settled in her chest.

She had expected a proper goodbye, a final strategy session, a shared laugh. Instead, a brief email, a curt farewell. Sarah clutched her worn chessboard, the pieces cold and lifeless in her bag. The world seemed less vibrant, the colours of the fall somehow…duller.

She sat on the bench, pulling out the board, and set up the pieces, her fingers clumsy and unfamiliar with the motions. She played against herself, moving each piece with a slow, deliberate sadness. The river flowed on, oblivious.

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