The pool water felt cold against David's skin. He was a butterfly specialist, known for his powerful strokes. He had to switch to the backstroke. He knew the backstroke was a less-demanding stroke.

The other backstroker had a shoulder injury. David was told he was the best man for the job. The coach had added, "We know this isn't your natural position, David."

He watched the clock as he swam the laps, the unfamiliar rhythm of his strokes. During the race, he found himself cheering on the other swimmers, yelling to encourage them, even as his own lungs burned. He knew the effort, the sacrifice. He understood the pain.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344