The days blurred together, a monotonous cycle of silence and solitude. David found himself staring at the wall, lost in thought. A brisk knock broke his reverie. It was Mrs. Gable, her usual bright clothing a stark contrast to the drabness of the day.

"David, dear," she began, her tone a touch subdued, "I was hoping you wouldn't mind if I used a small section of your yard for a little garden. I think it would be good for me."

David, who hadn't shared any meaningful exchange with another person in weeks, felt a surprising shift within him. He simply nodded, a tight feeling in his chest loosening slightly. "Sure," he murmured, pointing to the neglected strip of land. "Go ahead."

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