The park bench was cold against his skin, a stark contrast to the internal heat of shame and disappointment. The vibrant laughter of children playing on the nearby swings seemed to mock his own subdued mood. He watched them, their carefree joy a world away from his own experience.

He fiddled with a loose thread on his jeans, unable to shake the feeling of being apart. The sky was an endless expanse of blue, indifferent to his small, insignificant troubles. He watched a couple stroll by, their hands intertwined, and felt a pang, a sharp ache in his chest, for a connection, for belonging.

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