The air was still, heavy with the scent of damp earth and sawdust. Amelia stood rooted, staring at the empty patch where the dogwood had stood. The bright blossoms of the spring, the brilliant red leaves of autumn – all now just memories.

A knot formed in her throat. She found herself imagining the life cycles it had witnessed. The small animals that had found shelter in its branches.

Her hands, clenched into fists, were trembling. She understood the permanence of death, but the suddenness of this felt like a violation. She felt a profound sadness, a weight settling on her shoulders.

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