The worn leather-bound journal, a legacy from her great-aunt, rested on the kitchen counter. Her cousin, David, was saying he had to let it go. Sarah felt her breath hitch, a strange pressure building behind her eyes.

She remembered the countless hours she’d spent poring over its pages as a child, lost in its stories and secrets. She could almost smell the faint scent of aged paper and ink.

David avoided her gaze, his shoulders slumped. He looked defeated. His voice was low, and he kept fiddling with the zipper of his jacket.

“It hurts, doesn’t it?” Sarah asked, her voice barely above a whisper. She wanted to ease the pain she saw etched on his face, but knew there were no words.

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