The old family portraits lined the hallway, their painted eyes seeming to follow him. His cousin, Michael, wanted to sell the antique piano, the instrument his grandmother had played. "We need the funds," Michael had stated, matter-of-factly.

He wandered through the house, the silence amplifying the absence. He felt a constant, pervasive unease, like a ship lost at sea. The house seemed to swallow him whole.

He sat at the piano, his fingers hovering over the keys. The keys were cold beneath his touch. He didn't have the will to play. The music, a source of connection and joy, seemed distant.

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