The late afternoon sun cast long shadows as Amelia walked down the familiar path. She used to race her brother here, their laughter echoing through the woods. Now, the quiet pressed in on her, a physical weight she couldn’t shake.

The clearing was supposed to be a source of joy. The oak she'd planted, a tiny sapling, was supposed to be her legacy. Her stomach clenched. Where the tree had stood, there was only a jagged stump.

A single tear traced a path down her cheek. She touched the rough bark, the emptiness of the space where the tree’s leaves had swayed above. She hadn’t realized how much she relied on the familiar comfort it offered. The world felt a little less bright, the air heavy.

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