David loved model trains. He'd constructed an elaborate railway system in the spare room, a miniature world of tunnels, bridges, and tiny towns. His daughter, Chloe, had always been drawn to it, but now...she was consumed. He watched her meticulously glue tiny figures, her brow furrowed in concentration. The late nights she spent adjusting the tracks, the sheer joy in her eyes when a train chugged smoothly around the loop - it was a mirror reflecting his younger self. He found himself spending extra time in the room, offering quiet advice, even though his own model-building days were long past. He remembered the solace he found in the intricate detail.

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