Rain lashed against the corrugated iron roof of the shed as Elias pried open the rusted time capsule. His fingers trembled slightly, not from the cold, but from a knot of something inside him that tightened with each turn of the wrench. He didn't recognize the handwriting on the faded label, barely legible after decades underground. Inside, nestled amongst brittle newspaper clippings and a tarnished silver locket, was a small, crudely drawn picture of a dog, a creature that looked vaguely like a mutt he used to see playing in the park near his childhood home. He found himself picking it up, tracing the simple lines with a fingertip, a sense of profound longing washing over him.

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