The house was too quiet. The phone, usually buzzing with messages and calls, was silent. Sarah wandered aimlessly through the rooms, touching familiar objects. His absence had made an impact already. Across the country.

She picked up a framed photograph of them, laughing, their faces illuminated by the sunlight. She traced her finger across his image, a wave of something welling up within.

She placed the frame back down, feeling a sudden need to leave. She grabbed her keys and walked out the door, into the evening air. The empty streets felt even more empty now.

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