The canvas felt cold beneath Elias's fingertips. He stared at the blank expanse, the colors of his paints mocking him from their jars. Painting had been his lifeline, a way to express a world that now felt muted. A wave of exhaustion washed over him; he had no appetite for his art.

He found his daughter, Sarah, sketching in her room. Charcoal smudges decorated her fingers as she worked, her brow furrowed in concentration. The sketches, initially mimicking his style, had blossomed into vibrant landscapes, full of life. He felt a soft tugging in his chest. “Hey, Dad,” Sarah said, her voice filled with excitement, “look what I’m working on!” And Elias felt, for a fleeting moment, as if he could breathe again.

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