"You did a good job on that circuit, Liam," said Alex, running his fingers through his son's hair. Building circuits had always been his way to relax, to problem-solve. Now, his son, Leo, was utterly enthralled with it. He watched Leo solder wires, his brow furrowed in concentration, and knew the satisfaction of bringing something to life from raw components. He remembered the smell of the solder, the hum of the transformer. He'd built robots and machines. He knew the frustration when something didn’t work and the exhilaration when it finally clicked. He found himself buying Leo more equipment, eager to share the fascination.

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