The fluorescent lights of the locker room hummed, a monotonous drone that seemed to mirror the emptiness inside. “Ethan, let’s talk,” Coach Reynolds had said, leading him to the bench. Ethan’s stomach felt like a cold stone. He felt… distant, removed from the laughter and chatter of his teammates, their hurried preparations for the upcoming game. He watched them from the corner of his eye, their easy camaraderie a stark contrast to the hollow ache in his chest. His gear bag sat unopened on the floor, a symbol of a future he wouldn't be part of.

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