The house felt like a cage, the walls pressing in. The day had passed in a blur of inactivity, the only activity being the constant, nagging thoughts. A gentle tap on the window startled her. It was David, the boy next door, looking shy.

He pointed to the willow, its weeping branches brushing against their shared fence. “My mom said to ask if we could cut it down. It’s making a mess in our yard.”

She nodded, her throat tight. The willow, she realized, was the only thing between her and that world. She said, “Yes, of course.”

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