"Just go home, kid," the coach had said, his voice softer than usual, but the words still landed like a slap. He wandered through the deserted school grounds, the setting sun painting the empty track in long, desolate shadows. He ran his hand over the worn surface, tracing the lines he'd so often sprinted across, now a silent, forgotten landscape.

He'd spent his whole life chasing this, pushing himself, sacrificing. He felt a deep, piercing ache, a hollowness in his gut that seemed to widen with every step he took. The silence seemed to amplify the internal thrum of his own heartbeat. He felt disconnected, adrift in a sea of unspoken words, a solitary speck on the vast horizon.

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