The old farmhouse attic was dimly lit. Leo carefully lifted a stack of folders. His mother's handwriting, bold and clear, filled the labels. He thought of all the times she’d helped him with his own schoolwork.

He opened a folder marked “English - 6th Grade”. Inside, his book reports, annotated in her neat hand. He noticed the gentle corrections, the encouraging notes. A small smile flickered across his face.

He found a poem he’d written about the changing seasons. His mother had circled a particularly evocative line and written “Beautiful.” The small compliment, now years old, sparked a warmth within him. He thought of her reading this, smiling.

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