The small, cluttered room, her childhood bedroom, felt both familiar and alien. It was a time capsule of her past, filled with old stuffed animals and faded posters. Sarah sat on the edge of the bed, feeling a knot of anxiety twisting in her stomach.

Her mother, Margaret, bustled in, already reorganizing Sarah’s things. “You haven’t changed a thing!” she exclaimed, her voice a little too loud, a little too bright. Sarah saw the tremor in Margaret's hands as she picked up a porcelain doll. Sarah knew it wasn't easy for her mother, seeing her back in the house, a failure in some ways. She saw the lines of worry deepening around Margaret’s eyes, the forced smile that didn't quite reach her eyes.

Sarah reached out and gently took the doll, and placed it back on the shelf. She said, “It’s lovely that you kept it all.” Her throat tightened, and she quickly looked away.

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