“Come on, Dad, let’s go,” the words seemed foreign as they left his mouth, muffled in the cold air. The air smelled of dust and decay. David's son, Max, had no interest in seeing the rubble. He was indifferent. David, however, wanted to stay.

He had promised to be strong for his son, but the promise felt flimsy now. The silence was deafening. He felt a deep, aching void, a hollowness that seemed to echo through the empty lot.

He remembered his mother's smile, the sound of her singing in the kitchen. He wanted to hear it again, but the sound of the machines was all he could hear.

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