The echo of the wind in the empty halls filled Jessica with a sense of unease. She shuffled through the legal documents, the terms of the inheritance a cold recitation. Her brother, Robert, was expected soon. She felt a profound sense of isolation.

She found it in the basement, a sealed box marked "To My Children": a collection of home videos capturing their childhood, filled with laughter and shared moments. She watched the videos, the faces of her parents smiling at her. The ache in her chest eased.

Robert arrived, already talking about his plans. "The boat, Jessica! We're finally going to sail the world!" He was so eager, so full of plans. She felt a stab of…something. She glanced back at the screen, and smiled, remembering her parents.

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