He was surprised to see it. “For Sale.” His old house. He hadn’t thought about it in years. Now, looking at the pristine images, a hollowness opened up inside him, spreading through his chest.

He remembered the endless summer days spent playing in the backyard. The smell of freshly cut grass, the sound of his father's laugh. Now it was all so distant, like a faded photograph. He felt a profound sense of isolation, a deep ache.

He tossed the phone onto the coffee table and looked around his studio apartment. The space was tidy, almost clinical. He felt adrift, a ship without a shore.

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