The fluorescent lights of the rec center buzzed a sterile tune, a counterpoint to the hollow echo of his own sneakers on the polished floor. He’d come to shoot hoops, a familiar comfort, but the net felt cold, the ball heavy in his hands. Usually, the court would be alive with laughter, with trash talk, with the communal rhythm of a game. Tonight, he was the sole occupant. His breaths came in ragged bursts as he missed shot after shot, each clank against the rim a tiny indictment.

He tossed the ball aside, then looked at his phone. Empty. No texts, no missed calls, just the white expanse of the home screen staring back at him. He pulled his hoodie tighter, the fabric doing little to ward off the chill that had settled deep within him. He felt the vastness of the space around him as he walked towards the exit, like a chasm had opened in his chest.

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