The harsh glare of the sun beat down on the construction site. Bill, a seasoned carpenter, watched the new trainee, a young woman named Susan, struggle to measure and cut a piece of wood. Her movements were awkward, and she kept making mistakes. He felt a stab of remembrance, the way his own hands had trembled when he first started.

"Here, let me show you," he said, his voice unusually soft.

He patiently demonstrated the proper techniques, emphasizing precision and safety. He showed her how to handle the tools, correcting her posture and grip.

After a particularly challenging cut, he told her she was doing well. "It takes practice," he said, offering a reassuring smile.

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