Rain lashed against the windows, mirroring the tempest inside Amelia. She'd moved in a week ago, the echoing emptiness of the house a constant companion. One afternoon, while exploring the dusty attic, a draft caught her attention. A faint whisper of air snaked through a crack in the far wall. Curiosity piqued, she pressed, and the wall groaned inwards, revealing a narrow, concealed doorway. Inside, a small, circular room bathed in the eerie glow of an unseen light source. Old, leather-bound books lined the walls, and a single, ornate armchair sat in the center. She ran her fingers across the spines, finding solace in the silence and the forgotten stories.

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