He sat on the porch swing, the rhythmic creaks a monotonous soundtrack to his evening. He stared at the house across the street, a house he used to know so well. The lights were on, and he could see his childhood friend, Lisa, through the window, laughing. She was surrounded by friends.

He had tried to approach her, a few days ago, at the park. He wanted to reminisce about old times. She looked at him with polite indifference. “I don’t think I know you,” she had said, her voice clear.

The night air grew cooler. He wrapped his arms around himself, a chill settling deep within him. The swing continued its slow sway. The world felt muffled, distant, and the space between him and the house across the street felt vast and unbridgeable. His neighborhood became a foreign land.

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