The cardboard box sat on the doorstep, a pale rectangle in the grey afternoon light. Amelia, pulling her scarf tighter against the chill, hesitated. The address wasn’t hers, but the name, "Mr. Silas Blackwood," was familiar. He'd lived here before, a quiet man she’d never spoken to. She picked up the package.

Inside, nestled in packing peanuts, was a small, ornate music box. She wound it, and a tinkling melody filled the apartment. A lump formed in her throat. She hadn’t heard such delicate music in years. The house felt too quiet; the silence pressing down on her.

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