"Another winning hand, huh, Liam?" The words were casual, but the way Michael’s voice sounded was full of warmth. Liam, his son, was a chess prodigy. Michael had been a decent chess player in his youth, and it had been his mother’s. He remembered the burning competitive spirit, the thrill of victory, the crushing defeat. He understood the strategic thinking, the mental discipline, and the hours of practice. He watched Liam play against the computer, his face a mask of concentration. He found himself subtly assisting Liam, never taking over but gently guiding him through a particularly difficult scenario.

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