The bright lights of the stadium felt intense, a glare that seemed to highlight his isolation. Javier, a star striker in soccer, was told he’d be playing midfield. He felt a sting in his eyes and a tightening in his throat. The vibrant atmosphere felt foreign, and the noise felt like an assault.

He stood near the corner, watching his teammates warm up. They moved as a single organism, a collective unit he no longer belonged to. He looked around. His friends were with the others, talking and laughing, seemingly oblivious to his presence.

He had dinner in his room, the food barely touched. He stared out the window, at the empty street below. The evening stretched before him, an endless expanse of silence and solitude.

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