The wind, which had always rustled playfully through the branches of the birch, now whistled mournfully through the empty space. Liam stared at the stump, the smooth, pale wood stark against the muted hues of the autumn leaves.

He couldn't help but picture the joyous energy of his childhood, spent climbing its trunk, reading beneath its shade. It felt like a part of his history had been surgically removed. He swallowed hard.

He ran a hand over the rough surface of the remaining wood, a feeling of desolation creeping into his soul. His shoulders slumped, the joy of the day, of the season, suddenly vanished.

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